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ORCIDZhigang Zeng
Zhi-Gang Zeng
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- affiliation: Huazhong University of Science and Technology, School of Automation, Wuhan, China
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2020 – today
- 2024
[j462]Miaohong Luo, Housheng Su, Zhigang Zeng:
Resilient interval observer-based coordination control for multi-agent systems under stealthy attacks. Autom. 167: 111781 (2024)- [j461]Jiang Li
, Xiaoping Wang, Zhigang Zeng:
A dual-stream recurrence-attention network with global-local awareness for emotion recognition in textual dialog. Eng. Appl. Artif. Intell. 128: 107530 (2024) - [j460]Yang Yuan, Haibin Duan, Zhigang Zeng:
Prescribed Performance Evolution Control for Quadrotor Autonomous Shipboard Landing. IEEE CAA J. Autom. Sinica 11(5): 1151-1162 (2024) - [j459]Meng Li, Zhigang Zeng:
Nested Saturated Control of Uncertain Complex Cascade Systems Using Mixed Saturation Levels. IEEE CAA J. Autom. Sinica 11(5): 1163-1174 (2024) - [j458]Bingrong Xu, Jianhua Yin, Cheng Lian, Yixin Su, Zhigang Zeng:
Low-Rank Optimal Transport for Robust Domain Adaptation. IEEE CAA J. Autom. Sinica 11(7): 1667-1680 (2024) - [j457]Ailong Wu, Han Yu, Zhigang Zeng:
Variable-delay feedback control for stabilisation of highly nonlinear hybrid stochastic neural networks with time-varying delays. Int. J. Control 97(4): 744-755 (2024) - [j456]Yun Xing, Chaoyang Zheng, Yin Sheng, Zhigang Zeng:
Global exponential synchronization of complex networks with reaction diffusions and finite distributed delays coupling. Neurocomputing 590: 127765 (2024) - [j455]Jiejie Chen, Ping Jiang, Boshan Chen, Zhigang Zeng:
Adaptive neural event-triggered consensus control for unknown nonlinear second-order delayed multi-agent systems. Neurocomputing 598: 128067 (2024) - [j454]Depeng Li, Tianqi Wang, Junwei Chen, Kenji Kawaguchi, Cheng Lian, Zhigang Zeng:
Multi-view class incremental learning. Inf. Fusion 102: 102021 (2024) - [j453]Jinduo Lin, Wei Tang, Yin Sheng, Qiang Xiao, Zhigang Zeng:
Event-triggered exponential stabilization of delayed systems on time scales. J. Frankl. Inst. 361(11): 106986 (2024) - [j452]Jiang Li, Xiaoping Wang, Yingjian Liu, Zhigang Zeng:
ERNetCL: A novel emotion recognition network in textual conversation based on curriculum learning strategy. Knowl. Based Syst. 286: 111434 (2024) - [j451]Tian Zhang, Cheng Lian, Bingrong Xu, Yixin Su, Zhigang Zeng:
Cardiac signals classification via optional multimodal multiscale receptive fields CNN-enhanced Transformer. Knowl. Based Syst. 300: 112175 (2024) - [j450]Shunxiang Yang, Cheng Lian, Zhigang Zeng, Bingrong Xu, Yixin Su, Chenyang Xue:
Masked self-supervised ECG representation learning via multiview information bottleneck. Neural Comput. Appl. 36(14): 7625-7637 (2024) - [j449]Chen Wei, Xiaoping Wang, Fangmin Ren, Zhigang Zeng:
Quasi-synchronization for variable-order fractional complex dynamical networks with hybrid delay-dependent impulses. Neural Networks 173: 106161 (2024) - [j448]Fanghai Zhang, Tingwen Huang, Ailong Wu, Zhigang Zeng:
Mittag-Leffler stability and application of delayed fractional-order competitive neural networks. Neural Networks 179: 106501 (2024) - [j447]Qiang Xiao, Zhigang Zeng, Tingwen Huang, Frank L. Lewis:
Stability of Delayed Homogeneous Positive Differential-Difference Systems. IEEE Trans. Autom. Control. 69(1): 559-565 (2024) - [j446]Xin Zhou, Guici Chen, Zhigang Zeng, Junhao Hu:
Finite-Time Distributed $H_{\infty }$ Filtering in Sensor Networks With Switching Topology and Two-Channel Stochastic Attacks. IEEE Trans. Autom. Control. 69(6): 4158-4165 (2024) - [j445]Jiankun Sun, Jun Yang, Zhigang Zeng:
Safety-Critical Control With Control Barrier Function Based on Disturbance Observer. IEEE Trans. Autom. Control. 69(7): 4750-4756 (2024) - [j444]Jiang Li, Xiaoping Wang, Guoqing Lv, Zhigang Zeng:
GA2MIF: Graph and Attention Based Two-Stage Multi-Source Information Fusion for Conversational Emotion Detection. IEEE Trans. Affect. Comput. 15(1): 130-143 (2024) - [j443]Yutong Zhang, Zhigang Zeng:
Brain-Inspired Model and Neuromorphic Circuit Implementation for Feature-Affective Associative Memory Network. IEEE Trans. Cogn. Dev. Syst. 16(5): 1707-1721 (2024) - [j442]Zhanfei Chen, Xiaoping Wang, Chao Yang, Zilu Wang, Zhigang Zeng:
Memristive Circuit Design for Personalized Emotion Generation With Memory and Retrieval Functions. IEEE Trans. Cogn. Dev. Syst. 16(5): 1722-1735 (2024) - [j441]Mingxuan Jiang, Zhigang Zeng:
Memristive Bionic Memory Circuit Implementation and Its Application in Multisensory Mutual Associative Learning Networks. IEEE Trans. Biomed. Circuits Syst. 18(2): 308-321 (2024) - [j440]Zihui Tang, Xiaoping Wang, Chao Yang, Zhanfei Chen, Zhigang Zeng:
A Bionic Localization Memristive Circuit Based on Spatial Cognitive Mechanisms of Hippocampus and Entorhinal Cortex. IEEE Trans. Biomed. Circuits Syst. 18(3): 552-563 (2024) - [j439]Liangyu Chen, Xiaoping Wang, Chao Yang, Zhanfei Chen, Junming Zhang, Zhigang Zeng:
Full-Analog Reservoir Computing Circuit Based on Memristor With a Hybrid Wide-Deep Architecture. IEEE Trans. Circuits Syst. I Regul. Pap. 71(2): 501-514 (2024) - [j438]Jingtao Man, Yin Sheng, Chongyang Chen, Zhigang Zeng:
PDE-Based Finite-Time Deployment of Heterogeneous Multi-Agent Systems Subject to Multiple Asynchronous Semi-Markov Chains. IEEE Trans. Circuits Syst. I Regul. Pap. 71(2): 885-897 (2024) - [j437]Fangmin Ren, Xiaoping Wang, Yangmin Li, Zhanfei Chen, Chen Wei, Zhigang Zeng:
Fixed-Time Stabilization of Multi-Weighted Complex Networks via Novel Adaptive Pinning Chatter-Free Control and Its Applications. IEEE Trans. Circuits Syst. I Regul. Pap. 71(6): 2872-2884 (2024) - [j436]Sen Zhang, Yongxin Li, Daorong Lu, Xiaoping Wang, Zhigang Zeng:
A Universal Discrete Memristor With Application to Multi-Attractor Generation. IEEE Trans. Circuits Syst. I Regul. Pap. 71(8): 3764-3774 (2024) - [j435]Yuanzheng Li, Xinxin Long, Yang Li, Yizhou Ding, Tao Yang, Zhigang Zeng:
A Demand-Supply Cooperative Responding Strategy in Power System With High Renewable Energy Penetration. IEEE Trans. Control. Syst. Technol. 32(3): 874-890 (2024) - [j434]Chen Wei, Xiaoping Wang, Meng Hui, Zhigang Zeng:
Quasi-Synchronization of Fractional Multiweighted Coupled Neural Networks via Aperiodic Intermittent Control. IEEE Trans. Cybern. 54(3): 1671-1684 (2024) - [j433]Meng Li, Zhigang Zeng:
Modified Nested Saturated Control for Uncertain Multiple Integrators With High-Order Nonlinear Perturbation. IEEE Trans. Cybern. 54(4): 2086-2098 (2024) - [j432]Hui Liu, Jie Li, Junhao Zhao, Xiaoqun Wu, Zhigang Zeng, Jinhu Lü:
Pinning Control of Multiplex Dynamical Networks Using Spectral Graph Theory. IEEE Trans. Cybern. 54(9): 5309-5322 (2024) - [j431]Jingtao Man, Qiang Xiao, Zhigang Zeng:
Exponential Boundary Control for 2-D Spatial Distributed Parameter Systems Under Boundary Collocated and Planar Linear Measurements. IEEE Trans. Cybern. 54(9): 5417-5428 (2024) - [j430]Peng Wan, Zhigang Zeng:
Prescribed-Time Network-Based Deployment of Nonlinear Multiagent Systems: A Discrete-Space PDE Method. IEEE Trans. Cybern. 54(9): 5543-5554 (2024) - [j429]Yufeng Zhou, Zhigang Zeng:
Event-Triggered Finite-Time Stabilization of Fuzzy Neural Networks With Infinite Time Delays and Discontinuous Activations. IEEE Trans. Fuzzy Syst. 32(1): 1-11 (2024) - [j428]Fangmin Ren, Xiaoping Wang, Yangmin Li, Zhigang Zeng:
Conditional Sliding Mode Control-Based Fixed-Time Stabilization of Fuzzy Uncertain Complex System. IEEE Trans. Fuzzy Syst. 32(3): 921-933 (2024) - [j427]Peng Liu, Ting Liu, Junwei Sun, Zhigang Zeng:
Predefined-Time Synchronization of Multiple Fuzzy Recurrent Neural Networks via a New Scaling Function. IEEE Trans. Fuzzy Syst. 32(3): 1527-1538 (2024) - [j426]Yin Sheng, Kexin Liu, Qiang Xiao, Tingwen Huang, Zhigang Zeng:
Global Exponential Stabilization of Delayed T-S Fuzzy Systems on Time Scales Under DoS Attacks. IEEE Trans. Fuzzy Syst. 32(5): 3237-3246 (2024) - [j425]Chongyang Chen, Yiyan Han, Song Zhu, Zhigang Zeng:
Prescribed-Time Cooperative Output Regulation of Heterogeneous Multiagent Systems. IEEE Trans. Ind. Informatics 20(2): 2432-2443 (2024) - [j424]Jiankun Sun, Zhigang Zeng:
Predictor-Based Extended State Observer for Decentralized Event-Triggered Control of Large-Scale Systems With Input and Output Delays. IEEE Trans. Ind. Informatics 20(3): 3913-3922 (2024) - [j423]Fangmin Ren, Xiaoping Wang, Yangmin Li, Zhigang Zeng:
Fully Connected Neural Network-Based Fixed-Time Adaptive Sliding Mode Control for Fuzzy Semi-Markov System. IEEE Trans. Ind. Informatics 20(10): 12317-12327 (2024) - [j422]Tongyan Wu, Haibin Duan, Zhigang Zeng:
Biological Eagle-Eye-Based Correlation Filter Learning for Fast UAV Tracking. IEEE Trans. Instrum. Meas. 73: 1-12 (2024) - [j421]Jiang Li, Xiaoping Wang, Guoqing Lv, Zhigang Zeng:
GraphCFC: A Directed Graph Based Cross-Modal Feature Complementation Approach for Multimodal Conversational Emotion Recognition. IEEE Trans. Multim. 26: 77-89 (2024) - [j420]Mingkang Long, Housheng Su, Zhigang Zeng:
Distributed Observer-Based Leader-Follower Consensus of Multiple Euler-Lagrange Systems. IEEE Trans. Neural Networks Learn. Syst. 35(1): 157-168 (2024) - [j419]Peng Wan, Zhigang Zeng:
Exponential Stability of Impulsive Timescale-Type Nonautonomous Neural Networks With Discrete Time-Varying and Infinite Distributed Delays. IEEE Trans. Neural Networks Learn. Syst. 35(1): 1292-1304 (2024) - [j418]Jingtao Man, Zhigang Zeng, Qiang Xiao, Hao Zhang:
Exponential Stabilization of Semi-Markov Reaction-Diffusion Memristive NNs via Event-Based Spatially Pointwise-Piecewise Switching Control. IEEE Trans. Neural Networks Learn. Syst. 35(2): 2655-2666 (2024) - [j417]Yuanzheng Li, Shangyang He, Yang Li, Yang Shi, Zhigang Zeng:
Federated Multiagent Deep Reinforcement Learning Approach via Physics-Informed Reward for Multimicrogrid Energy Management. IEEE Trans. Neural Networks Learn. Syst. 35(5): 5902-5914 (2024) - [j416]Chongyang Chen, Yiyan Han, Song Zhu, Zhigang Zeng:
Neural Network-Based Fixed-Time Tracking and Containment Control of Second-Order Heterogeneous Nonlinear Multiagent Systems. IEEE Trans. Neural Networks Learn. Syst. 35(8): 11565-11579 (2024) - [j415]Kaixuan Li, Qilong Hu, Qingshan Liu, Zhigang Zeng, Fan Cheng:
A Predefined-Time Consensus Algorithm of Multi-Agent System for Distributed Constrained Optimization. IEEE Trans. Netw. Sci. Eng. 11(1): 957-968 (2024) - [j414]Haibin Duan, Yang Yuan, Zhigang Zeng:
Distributed Robust Learning Control for Multiple Unmanned Surface Vessels With Fixed-Time Prescribed Performance. IEEE Trans. Syst. Man Cybern. Syst. 54(2): 787-799 (2024) - [j413]Wei Tang, Yin Sheng, Qiang Xiao, Tingwen Huang, Zhigang Zeng:
Synchronization of Complex Dynamical Networks on Time Scales via Intermittent Dynamic Event-Triggered Control. IEEE Trans. Syst. Man Cybern. Syst. 54(5): 2897-2906 (2024) - [c71]Depeng Li, Tianqi Wang, Junwei Chen, Qining Ren, Kenji Kawaguchi, Zhigang Zeng:
Towards Continual Learning Desiderata via HSIC-Bottleneck Orthogonalization and Equiangular Embedding. AAAI 2024: 13464-13473 - [c70]Depeng Li, Tianqi Wang, Junwei Chen, Wei Dai, Zhigang Zeng:
Harnessing Neural Unit Dynamics for Effective and Scalable Class-Incremental Learning. ICML 2024 - [c69]Junjie Zhang, Shaojin Wu, Junbin Gao, Fusheng Yu, Hao Xu, Zhigang Zeng:
DiffMoCa: Diffusion Model Based Multi-modality Cut and Paste. ISNN 2024: 153-162 - [c68]Ziyi Li, Gang Zhang, Zhigang Zeng, Xiaolin Hu:
CSFuser: A Cascade Siamese Fusion Architecture for RGB-Infrared Object Detection. ISNN 2024: 174-185 - [i24]Depeng Li, Tianqi Wang, Junwei Chen, Qining Ren, Kenji Kawaguchi, Zhigang Zeng:
Towards Continual Learning Desiderata via HSIC-Bottleneck Orthogonalization and Equiangular Embedding. CoRR abs/2401.09067 (2024) - [i23]Depeng Li, Tianqi Wang, Junwei Chen, Wei Dai, Zhigang Zeng:
Harnessing Neural Unit Dynamics for Effective and Scalable Class-Incremental Learning. CoRR abs/2406.02428 (2024) - [i22]Jiang Li, Xiaoping Wang, Zhigang Zeng:
Tracing Intricate Cues in Dialogue: Joint Graph Structure and Sentiment Dynamics for Multimodal Emotion Recognition. CoRR abs/2407.21536 (2024) - 2023
- [b1]Yuanzheng Li, Yong Zhao, Lei Wu, Zhigang Zeng:
Artificial Intelligence Enabled Computational Methods for Smart Grid Forecast and Dispatch. Springer 2023, ISBN 978-981-99-0798-4, pp. 1-260 - [j412]Qiang Xiao, Zhenkun Huang, Zhigang Zeng, Tingwen Huang, Frank L. Lewis:
Stability of homogeneous positive systems with time-varying delays. Autom. 152: 110965 (2023) - [j411]Yufeng Wang, Zhan-Li Sun, Zhigang Zeng, Kin-Man Lam:
TRCT-GAN: CT reconstruction from biplane X-rays using transformer and generative adversarial networks. Digit. Signal Process. 140: 104123 (2023) - [j410]Yu-Xin Zhang, Zhan-Li Sun, Zhi-Gang Zeng, Kin-Man Lam:
Point Cloud Registration Using Multiattention Mechanism and Deep Hybrid Features. IEEE Intell. Syst. 38(1): 58-68 (2023) - [j409]Jiejie Chen, Ping Jiang, Boshan Chen, Zhigang Zeng:
Global stability of delayed genetic regulatory networks with wider hill functions: A mixing monotone semiflows approach. Neurocomputing 526: 39-47 (2023) - [j408]Jiang Li, Xiaoping Wang, Guoqing Lv, Zhigang Zeng:
GraphMFT: A graph network based multimodal fusion technique for emotion recognition in conversation. Neurocomputing 550: 126427 (2023) - [j407]Jian Xiao, Yiyin Hu, Zhigang Zeng, Ailong Wu, Shiping Wen:
Fixed/predefined-time synchronization of memristive neural networks based on state variable index coefficient. Neurocomputing 560: 126849 (2023) - [j406]Long Cheng, Cheng Lian, Zhigang Zeng, Bingrong Xu, Yixin Su:
Cross-modal multiscale multi-instance learning for long-term ECG classification. Inf. Sci. 643: 119230 (2023) - [j405]Nian Zhang, Zhigang Zeng, Yaochu Jin:
Guest editorial: Robust, explainable, and privacy-preserving deep learning. Knowl. Based Syst. 263: 110287 (2023) - [j404]Haozhan Han, Cheng Lian, Zhigang Zeng, Bingrong Xu, Junbin Zang, Chenyang Xue:
Multimodal multi-instance learning for long-term ECG classification. Knowl. Based Syst. 270: 110555 (2023) - [j403]Siyuan Zhang, Cheng Lian, Bingrong Xu, Junbin Zang, Zhigang Zeng:
A token selection-based multi-scale dual-branch CNN-transformer network for 12-lead ECG signal classification. Knowl. Based Syst. 280: 111006 (2023) - [j402]Hao Xu, Zhigang Zeng, Wei Yao, Jiayue Lu:
CS2DT: Cross Spatial-Spectral Dense Transformer for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j401]Fangmin Ren, Xiaoping Wang, Zhigang Zeng:
Novel fixed-time stability criteria of nonlinear systems and applications in fuzzy competitive neural network and Chua's oscillator. Neural Comput. Appl. 35(22): 16527-16542 (2023) - [j400]Yin Sheng, Haoyu Gong, Zhigang Zeng:
Global synchronization of complex-valued neural networks with unbounded time-varying delays. Neural Networks 162: 309-317 (2023) - [j399]Fei Wei, Guici Chen, Zhigang Zeng, Nallappan Gunasekaran:
Finite/fixed-time synchronization of inertial memristive neural networks by interval matrix method for secure communication. Neural Networks 167: 168-182 (2023) - [j398]Depeng Li, Zhigang Zeng:
CRNet: A Fast Continual Learning Framework With Random Theory. IEEE Trans. Pattern Anal. Mach. Intell. 45(9): 10731-10744 (2023) - [j397]Yuanzheng Li, Chaofan Yu, Mohammad Shahidehpour, Tao Yang, Zhigang Zeng, Tianyou Chai:
Deep Reinforcement Learning for Smart Grid Operations: Algorithms, Applications, and Prospects. Proc. IEEE 111(9): 1055-1096 (2023) - [j396]Dongrui Wu, Bao-Liang Lu, Bin Hu, Zhigang Zeng:
Affective Brain-Computer Interfaces (aBCIs): A Tutorial. Proc. IEEE 111(10): 1314-1332 (2023) - [j395]Ailong Wu, Han Yu, Zhigang Zeng:
Stabilization of highly nonlinear hybrid neutral stochastic neural networks with time-varying delays by variable-delay feedback control. Syst. Control. Lett. 172: 105434 (2023) - [j394]Jiankun Sun, Jun Yang, Shihua Li, Zhigang Zeng:
Predictor-Based Global Sampled-Data Output Feedback Stabilization for Nonlinear Uncertain Systems Subject to Delayed Output. IEEE Trans. Autom. Control. 68(3): 1839-1846 (2023) - [j393]Yang Yuan, Haibin Duan, Zhigang Zeng:
Automatic Carrier Landing Control With External Disturbance and Input Constraint. IEEE Trans. Aerosp. Electron. Syst. 59(2): 1426-1438 (2023) - [j392]Yu-Xin Zhang, Zhan-Li Sun, Zhigang Zeng, Kin-Man Lam:
Partial Point Cloud Registration With Deep Local Feature. IEEE Trans. Artif. Intell. 4(5): 1317-1327 (2023) - [j391]Yutong Zhang, Zhigang Zeng:
Neuromorphic Circuit Implementation of Operant Conditioning Based on Emotion Generation and Modulation. IEEE Trans. Circuits Syst. I Regul. Pap. 70(5): 1868-1881 (2023) - [j390]Mengzhen Huo, Haibin Duan, Zhigang Zeng:
Cluster Space Control Method of Manned-Unmanned Aerial Team for Target Search Task. IEEE Trans. Circuits Syst. II Express Briefs 70(7): 2545-2549 (2023) - [j389]Han Yu, Ailong Wu, Zhigang Zeng:
A Novel Approach to Discriminate Mean-Square Exponential Stability of Hybrid Stochastic Delay Differential Systems. IEEE Trans. Circuits Syst. II Express Briefs 70(11): 4246-4250 (2023) - [j388]Dan Chen, Housheng Su, Zhigang Zeng:
Geometric Renormalization Reveals the Self-Similarity of Weighted Networks. IEEE Trans. Comput. Soc. Syst. 10(2): 426-434 (2023) - [j387]Peng Wan, Zhigang Zeng:
Quasisynchronization of Delayed Neural Networks With Discontinuous Activation Functions on Time Scales via Event-Triggered Control. IEEE Trans. Cybern. 53(1): 44-54 (2023) - [j386]Zilu Wang, Xiaoping Wang, Zhigang Zeng:
Memristive Circuit Design of Brain-Like Emotional Learning and Generation. IEEE Trans. Cybern. 53(1): 222-235 (2023) - [j385]Peng Liu, Minglin Xu, Junwei Sun, Zhigang Zeng:
On Pinning Linear and Adaptive Synchronization of Multiple Fractional-Order Neural Networks With Unbounded Time-Varying Delays. IEEE Trans. Cybern. 53(4): 2402-2411 (2023) - [j384]Hao Zhang, Yufeng Zhou, Zhigang Zeng:
Master-Slave Synchronization of Neural Networks With Unbounded Delays via Adaptive Method. IEEE Trans. Cybern. 53(5): 3277-3287 (2023) - [j383]Yucheng Yang, Housheng Su, Zhigang Zeng, Xiaoling Wang:
Semiglobal Robust Consensus of General Linear MASs Subject to Input Saturation and Additive Perturbations. IEEE Trans. Cybern. 53(6): 3806-3817 (2023) - [j382]Jiejie Chen, Boshan Chen, Zhigang Zeng:
Adaptive Dynamic Event-Triggered Fault-Tolerant Consensus for Nonlinear Multiagent Systems With Directed/Undirected Networks. IEEE Trans. Cybern. 53(6): 3901-3912 (2023) - [j381]Jiankun Sun, Zhigang Zeng:
Periodic Event-Triggered Control for Networked Control Systems With External Disturbance and Input and Output Delays. IEEE Trans. Cybern. 53(10): 6386-6394 (2023) - [j380]Yufeng Zhou, Zhigang Zeng:
Event-Triggered Impulsive Quasisynchronization of Coupled Dynamical Networks With Proportional Delay. IEEE Trans. Cybern. 53(10): 6479-6490 (2023) - [j379]Yutong Zhang, Junting Lv, Zhigang Zeng:
The Framework and Memristive Circuit Design for Multisensory Mutual Associative Memory Networks. IEEE Trans. Cybern. 53(12): 7844-7857 (2023) - [j378]Shunxiang Yang, Cheng Lian, Zhigang Zeng, Bingrong Xu, Junbin Zang, Zhidong Zhang:
A Multi-View Multi-Scale Neural Network for Multi-Label ECG Classification. IEEE Trans. Emerg. Top. Comput. Intell. 7(3): 648-660 (2023) - [j377]Yupeng Wu, Cheng Lian, Zhigang Zeng, Bingrong Xu, Yixin Su:
An Aggregated Convolutional Transformer Based on Slices and Channels for Multivariate Time Series Classification. IEEE Trans. Emerg. Top. Comput. Intell. 7(3): 768-779 (2023) - [j376]Yaozhong Zhang, Xiaoping Wang, Chao Yang, Zhigang Zeng:
Memristive Circuit Design of Quantized Convolutional Auto-Encoder. IEEE Trans. Emerg. Top. Comput. Intell. 7(4): 1301-1313 (2023) - [j375]Fangmin Ren, Xiaoping Wang, Zhigang Zeng:
Improved Fixed-Time Stabilization of Fuzzy Neural Networks With Distributed Delay via Adaptive Sliding Mode Control. IEEE Trans. Fuzzy Syst. 31(6): 2029-2043 (2023) - [j374]Yin Sheng, Yun Xing, Tingwen Huang, Zhigang Zeng:
Global Exponential Synchronization of Delayed Fuzzy Neural Networks With Reaction Diffusions. IEEE Trans. Fuzzy Syst. 31(8): 2809-2820 (2023) - [j373]Jingtao Man, Zhigang Zeng, Yin Sheng:
Finite-Time Fuzzy Boundary Control for 2-D Spatial Nonlinear Parabolic PDE Systems. IEEE Trans. Fuzzy Syst. 31(9): 3278-3289 (2023) - [j372]Jiankun Sun, Xiangyang Liu, Jun Yang, Zhigang Zeng, Shihua Li:
Predictor-Based Extended State Observer for Disturbance Rejection Control of Multirate Systems With Measurement Delay. IEEE Trans. Ind. Electron. 70(3): 3003-3012 (2023) - [j371]Sen Zhang, Chunbiao Li, Jiahao Zheng, Xiaoping Wang, Zhigang Zeng, Guanrong Chen:
Memristive Autapse-Coupled Neuron Model With External Electromagnetic Radiation Effects. IEEE Trans. Ind. Electron. 70(11): 11618-11627 (2023) - [j370]Yuanzheng Li, Shangyang He, Yang Li, Leijiao Ge, Suhua Lou, Zhigang Zeng:
Probabilistic Charging Power Forecast of EVCS: Reinforcement Learning Assisted Deep Learning Approach. IEEE Trans. Intell. Veh. 8(1): 344-357 (2023) - [j369]Jiahao Zheng, Sen Zhang, Zilu Wang, Xiaoping Wang, Zhigang Zeng:
Multi-Channel Weight-Sharing Autoencoder Based on Cascade Multi-Head Attention for Multimodal Emotion Recognition. IEEE Trans. Multim. 25: 2213-2225 (2023) - [j368]Kun Deng, Song Zhu, Gang Bao, Jun Fu, Zhigang Zeng:
Multistability of Dynamic Memristor Delayed Cellular Neural Networks With Application to Associative Memories. IEEE Trans. Neural Networks Learn. Syst. 34(2): 690-702 (2023) - [j367]Peng Liu, Jun Wang, Zhigang Zeng:
An Overview of the Stability Analysis of Recurrent Neural Networks With Multiple Equilibria. IEEE Trans. Neural Networks Learn. Syst. 34(3): 1098-1111 (2023) - [j366]Peng Wan, Zhigang Zeng:
Synchronization of Delayed Complex Networks on Time Scales via Aperiodically Intermittent Control Using Matrix-Based Convex Combination Method. IEEE Trans. Neural Networks Learn. Syst. 34(6): 2938-2950 (2023) - [j365]Yin Sheng, Zhigang Zeng, Tingwen Huang:
Finite-Time Synchronization of Neural Networks With Infinite Discrete Time-Varying Delays and Discontinuous Activations. IEEE Trans. Neural Networks Learn. Syst. 34(6): 3034-3043 (2023) - [j364]Zhixia Ding, Hao Zhang, Zhigang Zeng, Le Yang, Sai Li:
Global Dissipativity and Quasi-Mittag-Leffler Synchronization of Fractional-Order Discontinuous Complex-Valued Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 34(8): 4139-4152 (2023) - [j363]Peng Liu, Jun Wang, Zhigang Zeng:
Event-Triggered Synchronization of Multiple Fractional-Order Recurrent Neural Networks With Time-Varying Delays. IEEE Trans. Neural Networks Learn. Syst. 34(8): 4620-4630 (2023) - [j362]Chongyang Chen, Song Zhu, Zhigang Zeng:
Tradeoff Analysis Between Control Time and Energy Consumption for Delayed Neural Networks With Discontinuous Activation Functions. IEEE Trans. Neural Networks Learn. Syst. 34(8): 5012-5023 (2023) - [j361]Yiyan Han, Qiang Xiao, Zhigang Zeng:
Neuroadaptive Impulsive Control on Consensus of Uncertain Multiagent Systems Using Continuous and Sampled Information. IEEE Trans. Neural Networks Learn. Syst. 34(8): 5086-5098 (2023) - [j360]Hao Zhang, Zhigang Zeng:
Adaptive Synchronization of Reaction-Diffusion Neural Networks With Nondifferentiable Delay via State Coupling and Spatial Coupling. IEEE Trans. Neural Networks Learn. Syst. 34(10): 7555-7566 (2023) - [j359]Jiankun Sun, Jun Yang, Zhigang Zeng, Huiming Wang:
Sampled-Data Output Feedback Control for Nonlinear Uncertain Systems Using Predictor-Based Continuous-Discrete Observer. IEEE Trans. Neural Networks Learn. Syst. 34(11): 9223-9233 (2023) - [j358]Chongyang Chen, Yiyan Han, Song Zhu, Zhigang Zeng:
Distributed Fixed-Time Tracking and Containment Control for Second-Order Multi-Agent Systems: A Nonsingular Sliding-Mode Control Approach. IEEE Trans. Netw. Sci. Eng. 10(2): 687-697 (2023) - [j357]Peng Wan, Zhigang Zeng:
Impulsive Stabilization of Nonautonomous Timescale-Type Neural Networks With Constant and Unbounded Time-Varying Delays. IEEE Trans. Syst. Man Cybern. Syst. 53(1): 542-554 (2023) - [j356]Peng Liu, Jun Wang, Zhigang Zeng:
Fractional-Order Vectorial Halanay-Type Inequalities With Applications for Stability and Synchronization Analyses. IEEE Trans. Syst. Man Cybern. Syst. 53(3): 1573-1583 (2023) - [j355]Jiankun Sun, Zhigang Zeng:
Disturbance Rejection Control for Networked Control Systems Using Subpredictor-Based Extended State Observer. IEEE Trans. Syst. Man Cybern. Syst. 53(6): 3629-3639 (2023) - [j354]Peng Wan, Zhigang Zeng:
Quasi-Synchronization of Timescale-Type Delayed Neural Networks With Parameter Mismatches via Impulsive Control. IEEE Trans. Syst. Man Cybern. Syst. 53(7): 4254-4266 (2023) - [j353]Peng Wan, Zhigang Zeng:
Adaptive Tracking Control of State-Constrained Strict-Feedback Nonlinear Systems Using Direct Method. IEEE Trans. Syst. Man Cybern. Syst. 53(8): 5116-5126 (2023) - [j352]Kaixuan Li, Qingshan Liu, Zhigang Zeng:
Multiagent System With Periodic and Event-Triggered Communications for Solving Distributed Resource Allocation Problem. IEEE Trans. Syst. Man Cybern. Syst. 53(10): 6245-6256 (2023) - [c67]Junbin Gao, Hao Ruan, Bingrong Xu, Zhigang Zeng:
DAFormer: Depth-aware 3D Object Detection Guided by Camera Model via Transformers. CBS 2023: 170-175 - [c66]Junting Lv, Lianguang Liu, Yutong Zhang, Depeng Li, Zhigang Zeng:
Improving Transferability of Adversarial Point Clouds with Model Commonalities. CBS 2023: 176-183 - [c65]Hao Ruan, Bingrong Xu, Junbin Gao, Lianguang Liu, Junting Lv, Yin Sheng, Zhigang Zeng:
GNet: 3D Object Detection from Point Cloud with Geometry-Aware Network. CBS 2023: 190-195 - [c64]Guoqing Lv, Jiang Li, Xiaoping Wang, Zhigang Zeng:
InferEM: Inferring the Speaker's Intention for Empathetic Dialogue Generation. CogSci 2023 - [c63]Haozhao Wang, Yichen Li, Wenchao Xu, Ruixuan Li, Yufeng Zhan, Zhigang Zeng:
DaFKD: Domain-aware Federated Knowledge Distillation. CVPR 2023: 20412-20421 - [c62]Lianguang Liu, Zeping Ye, Junting Lv, Zhigang Zeng:
Saliency-Aware Generation of Adversarial Point Clouds. ICACI 2023: 1-8 - [c61]Shouwen Wang, Qian Wan, Xiang Xiang, Zhigang Zeng:
Saliency Regularization for Self-Training with Partial Annotations. ICCV 2023: 1611-1620 - [c60]Xiaoyang Liu, Zhigang Zeng, Rusheng Ju:
Design of Memristor-Based Binarized Multi-layer Neural Network with High Robustness. ICONIP (8) 2023: 249-259 - [i21]Yuanzheng Li, Shangyang He, Yang Li, Yang Shi, Zhigang Zeng:
Federated Multi-Agent Deep Reinforcement Learning Approach via Physics-Informed Reward for Multi-Microgrid Energy Management. CoRR abs/2301.00641 (2023) - [i20]Yingjian Liu, Jiang Li, Xiaoping Wang, Zhigang Zeng:
EmotionIC: Emotional Inertia and Contagion-driven Dependency Modelling for Emotion Recognition in Conversation. CoRR abs/2303.11117 (2023) - [i19]Fusheng Yu, Xiaoping Wang, Jiang Li, Shaojin Wu, Junjie Zhang, Zhigang Zeng:
Towards Complex Real-World Safety Factory Inspection: A High-Quality Dataset for Safety Clothing and Helmet Detection. CoRR abs/2306.02098 (2023) - [i18]Depeng Li, Tianqi Wang, Junwei Chen, Kenji Kawaguchi, Cheng Lian, Zhigang Zeng:
Multi-View Class Incremental Learning. CoRR abs/2306.09675 (2023) - [i17]Depeng Li, Tianqi Wang, Bingrong Xu, Kenji Kawaguchi, Zhigang Zeng, Ponnuthurai Nagaratnam Suganthan:
IF2Net: Innately Forgetting-Free Networks for Continual Learning. CoRR abs/2306.10480 (2023) - [i16]Depeng Li, Zhigang Zeng:
Complementary Learning Subnetworks for Parameter-Efficient Class-Incremental Learning. CoRR abs/2306.11967 (2023) - [i15]Jiang Li, Xiaoping Wang, Zhigang Zeng:
A Dual-Stream Recurrence-Attention Network with Global-Local Awareness for Emotion Recognition in Textual Dialogue. CoRR abs/2307.00449 (2023) - [i14]Jiang Li, Yingjian Liu, Xiaoping Wang, Zhigang Zeng:
CFN-ESA: A Cross-Modal Fusion Network with Emotion-Shift Awareness for Dialogue Emotion Recognition. CoRR abs/2307.15432 (2023) - [i13]Jiang Li, Xiaoping Wang, Yingjian Liu, Qing Zhou, Zhigang Zeng:
Simple Model Also Works: A Novel Emotion Recognition Network in Textual Conversation Based on Curriculum Learning Strategy. CoRR abs/2308.06450 (2023) - [i12]Pengbo Li, Ting Gao, Huifang Huang, Jiani Cheng, Shuhong Gao, Zhigang Zeng, Jinqiao Duan:
Privacy-Preserving Discretized Spiking Neural Networks. CoRR abs/2308.12529 (2023) - [i11]Yuanzheng Li, Xinxin Long, Yang Li, Yizhou Ding, Tao Yang, Zhigang Zeng:
A Demand-Supply Cooperative Responding Strategy in Power System with High Renewable Energy Penetration. CoRR abs/2309.14608 (2023) - 2022
- [j351]Jiankun Sun, Jun Yang, Zhigang Zeng:
Predictor-based periodic event-triggered control for nonlinear uncertain systems with input delay. Autom. 136: 110055 (2022) - [j350]Mengya Liu, Zhan-Li Sun, Zhigang Zeng, Kin-Man Lam:
MGF6mARice: prediction of DNA N6-methyladenine sites in rice by exploiting molecular graph feature and residual block. Briefings Bioinform. 23(3) (2022) - [j349]Guangyang Tian, Cheng Lian, Zhigang Zeng, Bingrong Xu, Yixin Su, Junbin Zang, Zhidong Zhang, Chenyang Xue:
Imbalanced Heart Sound Signal Classification Based on Two-Stage Trained DsaNet. Cogn. Comput. 14(4): 1378-1391 (2022) - [j348]Qingshan Liu, Zhigang Zeng, Yaochu Jin:
Distributed machine learning, optimization and applications. Neurocomputing 489: 486-487 (2022) - [j347]Jia Jia, Fei Wang, Zhigang Zeng:
Bipartite leader-following synchronization of delayed incommensurate fractional-order memristor-based neural networks under signed digraph via adaptive strategy. Neurocomputing 505: 413-432 (2022) - [j346]Jian Xiao, Lin Wu, Ailong Wu, Zhigang Zeng, Zhe Zhang:
Novel controller design for finite-time synchronization of fractional-order memristive neural networks. Neurocomputing 512: 494-502 (2022) - [j345]Jia Jia, Fei Wang, Zhigang Zeng:
Lag quasi-synchronization of incommensurate fractional-order memristor-based neural networks with nonidentical characteristics via quantized control: A vector fractional Halanay inequality approach. J. Frankl. Inst. 359(12): 6392-6437 (2022) - [j344]Yong-Yang Ma, Zhan-Li Sun, Zhigang Zeng, Kin-Man Lam:
Corn-Plant Counting Using Scare-Aware Feature and Channel Interdependence. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j343]Xiaolin Hu, Zhigang Zeng:
Bridging the Functional and Wiring Properties of V1 Neurons Through Sparse Coding. Neural Comput. 34(1): 104-137 (2022) - [j342]Changqing Long, Guodong Zhang, Zhigang Zeng, Junhao Hu:
Finite-time stabilization of complex-valued neural networks with proportional delays and inertial terms: A non-separation approach. Neural Networks 148: 86-95 (2022) - [j341]Zhigang Zeng, Robert William Brennan, Theodor Freiheit:
Transfer lines with multi-machine stages and non-deterministic processing time: transient performance analysis and control. Oper. Res. 22(3): 2489-2528 (2022) - [j340]Ying Mei, Zhigang Zeng:
Compensating for part arrival uncertainties in two-processing-machine, one-buffer flow lines: Inventory flexibility design based on the system transient performances. Robotics Comput. Integr. Manuf. 76: 102312 (2022) - [j339]Daifeng Zhang, Haibin Duan, Zhigang Zeng:
Leader-Follower Interactive Potential for Target Enclosing of Perception-Limited UAV Groups. IEEE Syst. J. 16(1): 856-867 (2022) - [j338]Haibin Duan, Yang Yuan, Zhigang Zeng:
Automatic Carrier Landing System With Fixed Time Control. IEEE Trans. Aerosp. Electron. Syst. 58(4): 3586-3600 (2022) - [j337]Haibin Duan, Lin Chen, Zhigang Zeng:
Automatic Landing for Carrier-Based Aircraft Under the Conditions of Deck Motion and Carrier Airwake Disturbances. IEEE Trans. Aerosp. Electron. Syst. 58(6): 5276-5291 (2022) - [j336]Chao Yang, Xiaoping Wang, Zhanfei Chen, Sen Zhang, Zhigang Zeng:
Memristive Circuit Implementation of Operant Cascaded With Classical Conditioning. IEEE Trans. Biomed. Circuits Syst. 16(5): 926-938 (2022) - [j335]Chao Yang, Xiaoping Wang, Zhigang Zeng:
Full-Circuit Implementation of Transformer Network Based on Memristor. IEEE Trans. Circuits Syst. I Regul. Pap. 69(4): 1395-1407 (2022) - [j334]Haibin Duan, Yang Yuan, Zhigang Zeng:
Distributed Cooperative Control of Multiple UAVs in the Presence of Actuator Faults and Input Constraints. IEEE Trans. Circuits Syst. II Express Briefs 69(11): 4463-4467 (2022) - [j333]Lin Chen, Haibin Duan, Zhigang Zeng:
Fast Convergent Tracking Control of Networked UAVs Over a Dynamic Interaction Topology. IEEE Trans. Circuits Syst. II Express Briefs 69(12): 4884-4888 (2022) - [j332]Mengzhen Huo, Haibin Duan, Zhigang Zeng:
Multicluster Consensus for Large-Scale Heterogenous Manned/Unmanned Aerial Team With Random Link Failure via Pinning Control. IEEE Trans. Circuits Syst. II Express Briefs 69(12): 4924-4928 (2022) - [j331]Mingkang Long, Housheng Su, Zhigang Zeng:
Output-Feedback Global Consensus of Discrete-Time Multiagent Systems Subject to Input Saturation via Q-Learning Method. IEEE Trans. Cybern. 52(3): 1661-1670 (2022) - [j330]Hui Liu, Jie Li, Zengyang Li, Zhigang Zeng, Jinhu Lü:
Intralayer Synchronization of Multiplex Dynamical Networks via Pinning Impulsive Control. IEEE Trans. Cybern. 52(4): 2110-2122 (2022) - [j329]Yaping Sun, Housheng Su, Zhigang Zeng:
H∞ Control for Observer-Based Non-Negative Edge Consensus of Discrete-Time Networked Systems. IEEE Trans. Cybern. 52(4): 2351-2360 (2022) - [j328]Xiaoling Wang, Guo-Ping Jiang, Housheng Su, Zhigang Zeng:
Consensus of Continuous-Time Linear Multiagent Systems With Discrete Measurements. IEEE Trans. Cybern. 52(5): 3196-3206 (2022) - [j327]Qiang Xiao, Tingwen Huang, Zhigang Zeng:
On Exponential Stability of Delayed Discrete-Time Complex-Valued Inertial Neural Networks. IEEE Trans. Cybern. 52(5): 3483-3494 (2022) - [j326]Yin Sheng, Zhigang Zeng, Tingwen Huang:
Global Stability of Bidirectional Associative Memory Neural Networks With Multiple Time-Varying Delays. IEEE Trans. Cybern. 52(6): 4095-4104 (2022) - [j325]Yifan Liu, Housheng Su, Zhigang Zeng:
Second-Order Consensus for Multiagent Systems With Switched Dynamics. IEEE Trans. Cybern. 52(6): 4105-4114 (2022) - [j324]Housheng Su, Qian Qiu, Xia Chen, Zhigang Zeng:
Distributed Adaptive Containment Control for Coupled Reaction-Diffusion Neural Networks With Directed Topology. IEEE Trans. Cybern. 52(7): 6320-6330 (2022) - [j323]Xiaoling Wang, Guo-Ping Jiang, Housheng Su, Zhigang Zeng:
Consensus-Based Distributed Reduced-Order Observer Design for LTI Systems. IEEE Trans. Cybern. 52(7): 6331-6341 (2022) - [j322]Peng Liu, Minxue Kong, Zhigang Zeng:
Projective Synchronization Analysis of Fractional-Order Neural Networks With Mixed Time Delays. IEEE Trans. Cybern. 52(7): 6798-6808 (2022) - [j321]Yufeng Zhou, Hao Zhang, Zhigang Zeng:
Quasisynchronization of Memristive Neural Networks With Communication Delays via Event-Triggered Impulsive Control. IEEE Trans. Cybern. 52(8): 7682-7693 (2022) - [j320]Qian Qiu, Housheng Su, Zhigang Zeng:
Distributed Adaptive Output Feedback Consensus of Parabolic PDE Agents on Undirected Networks. IEEE Trans. Cybern. 52(8): 7742-7752 (2022) - [j319]Jiankun Sun, Jun Yang, Shihua Li, Zhigang Zeng:
Predictor-Based Periodic Event-Triggered Control for Dual-Rate Networked Control Systems With Disturbances. IEEE Trans. Cybern. 52(8): 8179-8190 (2022) - [j318]Yiyan Han, Zhigang Zeng:
Asynchronous Impulsive Protocols With Asymmetric Feedback Saturation on Leader-Based Formation Control of Multiagent Systems. IEEE Trans. Cybern. 52(9): 9931-9942 (2022) - [j317]Yiyan Han, Zhigang Zeng:
Impulsive Communication With Full and Partial Information for Adaptive Tracking Consensus of Uncertain Second-Order Multiagent Systems. IEEE Trans. Cybern. 52(10): 10302-10313 (2022) - [j316]Housheng Su, Dan Chen, Gui-Jun Pan, Zhigang Zeng:
Identification of Network Topology Variations Based on Spectral Entropy. IEEE Trans. Cybern. 52(10): 10468-10478 (2022) - [j315]Yin Sheng, Zhigang Zeng, Tingwen Huang:
Finite-Time Stabilization of Competitive Neural Networks With Time-Varying Delays. IEEE Trans. Cybern. 52(11): 11325-11334 (2022) - [j314]Xiong Yang, Zhigang Zeng, Zhongke Gao:
Decentralized Neurocontroller Design With Critic Learning for Nonlinear-Interconnected Systems. IEEE Trans. Cybern. 52(11): 11672-11685 (2022) - [j313]Peng Wan, Zhigang Zeng:
Lagrange Stability of Fuzzy Memristive Neural Networks on Time Scales With Discrete Time Varying and Infinite Distributed Delays. IEEE Trans. Fuzzy Syst. 30(8): 3138-3151 (2022) - [j312]Xiaofang Hu, Leimin Wang, Zhigang Zeng, Song Zhu, Junhao Hu:
Settling-Time Estimation for Finite-Time Stabilization of Fractional-Order Quaternion-Valued Fuzzy NNs. IEEE Trans. Fuzzy Syst. 30(12): 5460-5472 (2022) - [j311]Sen Zhang, Chunbiao Li, Jiahao Zheng, Xiaoping Wang, Zhigang Zeng, Xuenan Peng:
Generating Any Number of Initial Offset-Boosted Coexisting Chua's Double-Scroll Attractors via Piecewise-Nonlinear Memristor. IEEE Trans. Ind. Electron. 69(7): 7202-7212 (2022) - [j310]Yongxin Li, Chunbiao Li, Sen Zhang, Guanrong Chen, Zhigang Zeng:
A Self-Reproduction Hyperchaotic Map With Compound Lattice Dynamics. IEEE Trans. Ind. Electron. 69(10): 10564-10572 (2022) - [j309]Bingrong Xu, Zhigang Zeng, Cheng Lian, Zhengming Ding:
Few-Shot Domain Adaptation via Mixup Optimal Transport. IEEE Trans. Image Process. 31: 2518-2528 (2022) - [j308]Fanghai Zhang, Zhigang Zeng:
Multistability and Stabilization of Fractional-Order Competitive Neural Networks With Unbounded Time-Varying Delays. IEEE Trans. Neural Networks Learn. Syst. 33(9): 4515-4526 (2022) - [j307]Hao Zhang, Zhigang Zeng:
Stability and Synchronization of Nonautonomous Reaction-Diffusion Neural Networks With General Time-Varying Delays. IEEE Trans. Neural Networks Learn. Syst. 33(10): 5804-5817 (2022) - [j306]Mingkang Long, Housheng Su, Zhigang Zeng:
Model-Free Algorithms for Containment Control of Saturated Discrete-Time Multiagent Systems via Q-Learning Method. IEEE Trans. Syst. Man Cybern. Syst. 52(2): 1308-1316 (2022) - [j305]Song Zhu, Chongyang Chen, Chunyu Yang, Jun Fu, Zhigang Zeng:
Finite-Time Stabilization and Energy Consumption Estimation for Delayed Nonlinear Systems. IEEE Trans. Syst. Man Cybern. Syst. 52(3): 1891-1900 (2022) - [j304]Xiaoyang Liu, Yi Huang, Zhigang Zeng, Donald C. Wunsch:
Memristor-Based HTM Spatial Pooler With On-Device Learning for Pattern Recognition. IEEE Trans. Syst. Man Cybern. Syst. 52(3): 1901-1915 (2022) - [j303]R. Rakkiyappan, Rajaram Baranitha, Zhigang Zeng:
Hidden Markov-Model-Based Control Design for Multilateral Teleoperation System With Asymmetric Time-Varying Delays. IEEE Trans. Syst. Man Cybern. Syst. 52(3): 1958-1969 (2022) - [j302]Qiang Xiao, Tingwen Huang, Zhigang Zeng:
Synchronization of Timescale-Type Nonautonomous Neural Networks With Proportional Delays. IEEE Trans. Syst. Man Cybern. Syst. 52(4): 2167-2173 (2022) - [j301]Peng Wan, Zhigang Zeng:
Global Exponential Stability of Impulsive Delayed Neural Networks on Time Scales Based on Convex Combination Method. IEEE Trans. Syst. Man Cybern. Syst. 52(5): 3015-3024 (2022) - [j300]Yin Sheng, Tingwen Huang, Zhigang Zeng:
Exponential Stabilization of Fuzzy Memristive Neural Networks With Multiple Time Delays Via Intermittent Control. IEEE Trans. Syst. Man Cybern. Syst. 52(5): 3092-3101 (2022) - [j299]Mingkang Long, Housheng Su, Zhigang Zeng:
Model-Free Event-Triggered Consensus Algorithm for Multiagent Systems Using Reinforcement Learning Method. IEEE Trans. Syst. Man Cybern. Syst. 52(8): 5212-5221 (2022) - [j298]Peng Wan, Zhigang Zeng:
Stability and Stabilization of Takagi-Sugeno Fuzzy Second-Fractional-Order Linear Networks via Nonreduced-Order Approach. IEEE Trans. Syst. Man Cybern. Syst. 52(10): 6524-6533 (2022) - [c59]Shaojin Wu, Junjie Zhang, Bingrong Xu, Zhigang Zeng:
SimpleCopy: A Strong Data Augmentation for Microalgae Detection. UV 2022: 1-5 - [i10]Jiahao Zheng, Sen Zhang, Xiaoping Wang, Zhigang Zeng:
Multimodal Representations Learning Based on Mutual Information Maximization and Minimization and Identity Embedding for Multimodal Sentiment Analysis. CoRR abs/2201.03969 (2022) - [i9]Yuanzheng Li, Shangyang He, Yang Li, Leijiao Ge, Suhua Lou, Zhigang Zeng:
Probabilistic Charging Power Forecast of EVCS: Reinforcement Learning Assisted Deep Learning Approach. CoRR abs/2204.07905 (2022) - [i8]Jing Ma, Xiang Xiang, Zihan Zhang, Yuwen Tan, Yiming Wan, Zhigang Zeng, Dacheng Tao:
Mapping Emulation for Knowledge Distillation. CoRR abs/2205.10490 (2022) - [i7]Jiang Li, Xiaoping Wang, Guoqing Lv, Zhigang Zeng:
GA2MIF: Graph and Attention-based Two-stage Multi-source Information Fusion for Conversational Emotion Detection. CoRR abs/2207.11900 (2022) - [i6]Jiang Li, Xiaoping Wang, Guoqing Lv, Zhigang Zeng:
GraphCFC: A Directed Graph based Cross-modal Feature Complementation Approach for Multimodal Conversational Emotion Recognition. CoRR abs/2207.12261 (2022) - [i5]Jiang Li, Xiaoping Wang, Guoqing Lv, Zhigang Zeng:
GraphMFT: A Graph Network based Multimodal Fusion Technique for Emotion Recognition in Conversation. CoRR abs/2208.00339 (2022) - [i4]Guoqing Lv, Xiaoping Wang, Jiang Li, Zhigang Zeng:
InferEM: Inferring the Speaker's Intention for Empathetic Dialogue Generation. CoRR abs/2212.06373 (2022) - 2021
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The pth moment asymptotical ultimate boundedness of pantograph stochastic differential equations with time-varying coefficients. Appl. Math. Lett. 121: 107449 (2021) - [j296]Qiang Xiao, Zhigang Zeng, Tingwen Huang, Frank L. Lewis:
Positivity and stability of coupled differential-difference equations with time-varying delay on time scales. Autom. 131: 109774 (2021) - [j295]Sen Zhang, Jiahao Zheng, Xiaoping Wang, Zhigang Zeng, Xuenan Peng:
A Novel Nonideal Flux-Controlled Memristor Model for Generating Arbitrary Multi-Double-Scroll and Multi-Double-Wing Attractors. Int. J. Bifurc. Chaos 31(6): 2150086:1-2150086:17 (2021) - [j294]Changqing Long, Guodong Zhang, Zhigang Zeng, Junhao Hu:
Finite-time lag synchronization of inertial neural networks with mixed infinite time-varying delays and state-dependent switching. Neurocomputing 433: 50-58 (2021) - [j293]Fanghai Zhang, Tingwen Huang, Dan Feng, Zhigang Zeng:
Multistability and robustness of complex-valued neural networks with delays and input perturbation. Neurocomputing 447: 319-328 (2021) - [j292]Ailong Wu, Yue Chen, Zhigang Zeng:
Multi-mode function synchronization of memristive neural networks with mixed delays and parameters mismatch via event-triggered control. Inf. Sci. 572: 147-166 (2021) - [j291]Kaixuan Li, Qingshan Liu, Zhigang Zeng:
Quantized event-triggered communication based multi-agent system for distributed resource allocation optimization. Inf. Sci. 577: 336-352 (2021) - [j290]Jia Jia, Zhigang Zeng, Fei Wang:
Pinning synchronization of fractional-order memristor-based neural networks with multiple time-varying delays via static or dynamic coupling. J. Frankl. Inst. 358(1): 895-933 (2021) - [j289]Gang Bao, Zhigang Zeng:
Prescribed convergence analysis of recurrent neural networks with parameter variations. Math. Comput. Simul. 182: 858-870 (2021) - [j288]Yufeng Zhou, Hao Zhang, Zhigang Zeng:
Synchronization of memristive neural networks with unknown parameters via event-triggered adaptive control. Neural Networks 139: 255-264 (2021) - [j287]Fanghai Zhang, Tingwen Huang, Qiujie Wu, Zhigang Zeng:
Multistability of delayed fractional-order competitive neural networks. Neural Networks 140: 325-335 (2021) - [j286]Jiejie Chen, Boshan Chen, Zhigang Zeng:
Basic theorem and global exponential stability of differential-algebraic neural networks with delay. Neural Networks 140: 336-343 (2021) - [j285]Jiejie Chen, Boshan Chen, Zhigang Zeng:
Exponential quasi-synchronization of coupled delayed memristive neural networks via intermittent event-triggered control. Neural Networks 141: 98-106 (2021) - [j284]Hao Zhang, Zhigang Zeng:
Synchronization of recurrent neural networks with unbounded delays and time-varying coefficients via generalized differential inequalities. Neural Networks 143: 161-170 (2021) - [j283]Wei Zhou, Cheng Lian, Zhigang Zeng, Bingrong Xu, Yixin Su:
Improve Semi-supervised Learning with Metric Learning Clusters and Auxiliary Fake Samples. Neural Process. Lett. 53(5): 3427-3443 (2021) - [j282]Jia-Xiang Wang, Zhan-Li Sun, Zhi-Gang Zeng, Kin-Man Lam:
3D Shape Estimation With an Enhanced Sparse Representation Approach. IEEE Signal Process. Lett. 28: 1685-1688 (2021) - [j281]Qiang Xiao, Zhigang Zeng, Tingwen Huang, Frank L. Lewis:
Positivity and Stability of Delayed Timescale-Type Differential-Difference Equations. IEEE Trans. Autom. Control. 66(7): 3221-3226 (2021) - [j280]Haibin Duan, Xiaobin Xu, Yimin Deng, Zhigang Zeng:
Unmanned Aerial Vehicle Recognition of Maritime Small-Target Based on Biological Eagle-Eye Vision Adaptation Mechanism. IEEE Trans. Aerosp. Electron. Syst. 57(5): 3368-3382 (2021) - [j279]Yutong Zhang, Zhigang Zeng:
A Multi-functional Memristive Pavlov Associative Memory Circuit Based on Neural Mechanisms. IEEE Trans. Biomed. Circuits Syst. 15(5): 978-993 (2021) - [j278]Zilu Wang, Xiaoping Wang, Zhigang Zeng:
Memristive Circuit Design of Brain-Inspired Emotional Evolution Based on Theories of Internal Regulation and External Stimulation. IEEE Trans. Biomed. Circuits Syst. 15(6): 1380-1392 (2021) - [j277]Tingwen Huang, Yiran Chen, Zhigang Zeng, Leon O. Chua:
Editorial Special Issue for 50th Birthday of Memristor Theory and Application of Neuromorphic Computing Based on Memristor - Part I. IEEE Trans. Circuits Syst. I Regul. Pap. 68(11): 4417-4418 (2021) - [j276]Tingwen Huang, Yiran Chen, Zhigang Zeng, Leon O. Chua:
Editorial Special Issue for 50th Birthday of Memristor Theory and Application of Neuromorphic Computing Based on Memristor - Part II. IEEE Trans. Circuits Syst. I Regul. Pap. 68(12): 4835-4836 (2021) - [j275]Sen Zhang, Chunbiao Li, Jiahao Zheng, Xiaoping Wang, Zhigang Zeng, Guanrong Chen:
Generating Any Number of Diversified Hidden Attractors via Memristor Coupling. IEEE Trans. Circuits Syst. I Regul. Pap. 68(12): 4945-4956 (2021) - [j274]Hui Liu, Jun Chi, Zengyang Li, Zhigang Zeng, Jinhu Lü:
Parameter Identification of Memristor-Based Chaotic Systems via the Drive-Response Synchronization Method. IEEE Trans. Circuits Syst. II Express Briefs 68(6): 2082-2086 (2021) - [j273]Yin Sheng, Tingwen Huang, Zhigang Zeng, Peng Li:
Exponential Stabilization of Inertial Memristive Neural Networks With Multiple Time Delays. IEEE Trans. Cybern. 51(2): 579-588 (2021) - [j272]Hao Zhang, Zhigang Zeng:
Synchronization of Nonidentical Neural Networks With Unknown Parameters and Diffusion Effects via Robust Adaptive Control Techniques. IEEE Trans. Cybern. 51(2): 660-672 (2021) - [j271]Yang Zhang, Menglin Cui, Linlin Shen, Zhigang Zeng:
Memristive Quantized Neural Networks: A Novel Approach to Accelerate Deep Learning On-Chip. IEEE Trans. Cybern. 51(4): 1875-1887 (2021) - [j270]Ailong Wu, Huan Liu, Zhigang Zeng:
Observer Design and H∞ Performance for Discrete-Time Uncertain Fuzzy-Logic Systems. IEEE Trans. Cybern. 51(5): 2398-2408 (2021) - [j269]Jichen Shi, Zhigang Zeng:
Anti-Synchronization of Delayed State-Based Switched Inertial Neural Networks. IEEE Trans. Cybern. 51(5): 2540-2549 (2021) - [j268]Leimin Wang, Haibo He, Zhigang Zeng, Ming-Feng Ge:
Model-Independent Formation Tracking of Multiple Euler-Lagrange Systems via Bounded Inputs. IEEE Trans. Cybern. 51(5): 2813-2823 (2021) - [j267]Jian Xiao, Zhigang Zeng, Shiping Wen, Ailong Wu, Leimin Wang:
A Unified Framework Design for Finite-Time and Fixed-Time Synchronization of Discontinuous Neural Networks. IEEE Trans. Cybern. 51(6): 3004-3016 (2021) - [j266]Fanghai Zhang, Zhigang Zeng:
Robust Stability of Recurrent Neural Networks With Time-Varying Delays and Input Perturbation. IEEE Trans. Cybern. 51(6): 3027-3038 (2021) - [j265]Jiejie Chen, Boshan Chen, Zhigang Zeng, Ping Jiang:
Event-Based Synchronization for Multiple Neural Networks With Time Delay and Switching Disconnected Topology. IEEE Trans. Cybern. 51(12): 5993-6003 (2021) - [j264]Fanghai Zhang, Zhigang Zeng:
Multiple Mittag-Leffler Stability of Delayed Fractional-Order Cohen-Grossberg Neural Networks via Mixed Monotone Operator Pair. IEEE Trans. Cybern. 51(12): 6333-6344 (2021) - [j263]Ying Mei, Zhigang Zeng, Jiawei Ye:
A Computing Model: The Closed-Loop Optimal Control for Large-Scale One-of-a-Kind Production Based on Multilevel Hierarchical PERT-Petri Net. IEEE Trans. Engineering Management 68(6): 1637-1649 (2021) - [j262]Jichen Shi, Zhigang Zeng:
Design of In-Situ Learning Bidirectional Associative Memory Neural Network Circuit With Memristor Synapse. IEEE Trans. Emerg. Top. Comput. Intell. 5(5): 743-754 (2021) - [j261]Yang Zhang, Menglin Cui, Linlin Shen, Zhigang Zeng:
Memristive Fuzzy Deep Learning Systems. IEEE Trans. Fuzzy Syst. 29(8): 2224-2238 (2021) - [j260]Leimin Wang, Haibo He, Zhigang Zeng:
Intermittent Stabilization of Fuzzy Competitive Neural Networks With Reaction Diffusions. IEEE Trans. Fuzzy Syst. 29(8): 2361-2372 (2021) - [j259]Jiejie Chen, Boshan Chen, Zhigang Zeng:
Synchronization in Multiple Neural Networks With Delay and Disconnected Switching Topology via Event-Triggered Impulsive Control Strategy. IEEE Trans. Ind. Electron. 68(3): 2491-2500 (2021) - [j258]Bingrong Xu, Zhigang Zeng, Cheng Lian, Zhengming Ding:
Semi-Supervised Low-Rank Semantics Grouping for Zero-Shot Learning. IEEE Trans. Image Process. 30: 2207-2219 (2021) - [j257]Fanghai Zhang, Zhigang Zeng:
Multistability of Fractional-Order Neural Networks With Unbounded Time-Varying Delays. IEEE Trans. Neural Networks Learn. Syst. 32(1): 177-187 (2021) - [j256]Jian Xiao, Zhigang Zeng, Shiping Wen, Ailong Wu, Leimin Wang:
Finite-/Fixed-Time Synchronization of Delayed Coupled Discontinuous Neural Networks With Unified Control Schemes. IEEE Trans. Neural Networks Learn. Syst. 32(6): 2535-2546 (2021) - [j255]Yin Sheng, Tingwen Huang, Zhigang Zeng, Xiangshui Miao:
Global Exponential Stability of Memristive Neural Networks With Mixed Time-Varying Delays. IEEE Trans. Neural Networks Learn. Syst. 32(8): 3690-3699 (2021) - [j254]Fanghai Zhang, Zhigang Zeng:
Multiple ψ-Type Stability of Cohen-Grossberg Neural Networks With Unbounded Time-Varying Delays. IEEE Trans. Syst. Man Cybern. Syst. 51(1): 521-531 (2021) - [j253]Hui Liu, Xuanhong Xu, Jun-An Lu, Guanrong Chen, Zhigang Zeng:
Optimizing Pinning Control of Complex Dynamical Networks Based on Spectral Properties of Grounded Laplacian Matrices. IEEE Trans. Syst. Man Cybern. Syst. 51(2): 786-796 (2021) - [j252]Leimin Wang, Zhigang Zeng, Ming-Feng Ge:
A Disturbance Rejection Framework for Finite-Time and Fixed-Time Stabilization of Delayed Memristive Neural Networks. IEEE Trans. Syst. Man Cybern. Syst. 51(2): 905-915 (2021) - [j251]Shiping Wen, Huaqiang Wei, Yin Yang, Zhenyuan Guo, Zhigang Zeng, Tingwen Huang, Yiran Chen:
Memristive LSTM Network for Sentiment Analysis. IEEE Trans. Syst. Man Cybern. Syst. 51(3): 1794-1804 (2021) - [j250]Yufeng Zhou, Hao Zhang, Zhigang Zeng:
Quasi-Synchronization of Delayed Memristive Neural Networks via a Hybrid Impulsive Control. IEEE Trans. Syst. Man Cybern. Syst. 51(3): 1954-1965 (2021) - [j249]Fanghai Zhang, Zhigang Zeng:
Asymptotic Stability and Synchronization of Fractional-Order Neural Networks With Unbounded Time-Varying Delays. IEEE Trans. Syst. Man Cybern. Syst. 51(9): 5547-5556 (2021) - [j248]Housheng Su, Xin Wang, Xia Chen, Zhigang Zeng:
Second-Order Consensus of Hybrid Multiagent Systems. IEEE Trans. Syst. Man Cybern. Syst. 51(10): 6503-6512 (2021) - [c58]Weiwei Zhao, Zhigang Zeng:
Improved black-box attack based on query and perturbation distribution. ICACI 2021: 117-125 - 2020
- [j247]Lingzi Zhu, Cheng Lian, Zhigang Zeng, Yixin Su:
A Broad Learning System with Ensemble and Classification Methods for Multi-step-ahead Wind Speed Prediction. Cogn. Comput. 12(3): 654-666 (2020) - [j246]Gang Bao, Yide Zhang, Zhigang Zeng:
Memory analysis for memristors and memristive recurrent neural networks. IEEE CAA J. Autom. Sinica 7(1): 96-105 (2020) - [j245]Xia Chen, Zhan-Li Sun, Kin-Man Lam, Zhigang Zeng:
A local deviation constraint based non-rigid structure from motion approach. IEEE CAA J. Autom. Sinica 7(5): 1455-1464 (2020) - [j244]Xia Chen, Zhan-Li Sun, Zhigang Zeng, Kin-Man Lam:
An Effective Approach for Nonrigid Structure From Motion With Complex Deformation. IEEE Multim. 27(3): 88-98 (2020) - [j243]Le Yang, Zhigang Zeng, Zhansong Ma, Wenqi Shan:
A memristive dual-slope A/D converter. Int. J. Circuit Theory Appl. 48(1): 42-55 (2020) - [j242]Qinglai Wei, Nikola K. Kasabov, Marios M. Polycarpou, Zhigang Zeng:
Deep learning neural networks: Methods, systems, and applications. Neurocomputing 396: 130-132 (2020) - [j241]Jia Jia, Zhigang Zeng:
LMI-based criterion for global Mittag-Leffler lag quasi-synchronization of fractional-order memristor-based neural networks via linear feedback pinning control. Neurocomputing 412: 226-243 (2020) - [j240]Guodong Zhang, Zhigang Zeng, Di Ning:
Novel results on synchronization for a class of switched inertial neural networks with distributed delays. Inf. Sci. 511: 114-126 (2020) - [j239]Krystian Lapa, Krzysztof Cpalka, Lukasz Laskowski, Andrzej Cader, Zhigang Zeng:
Evolutionary Algorithm with a Configurable Search Mechanism. J. Artif. Intell. Soft Comput. Res. 10(3): 151-171 (2020) - [j238]Jian Xiao, Zhigang Zeng:
Finite-time passivity of neural networks with time varying delay. J. Frankl. Inst. 357(4): 2437-2456 (2020) - [j237]Yinfang Song, Zhigang Zeng, Wen Sun, Feng Jiang:
Quasi-synchronization of stochastic memristor-based neural networks with mixed delays and parameter mismatches. Neural Comput. Appl. 32(9): 4615-4628 (2020) - [j236]Hao Zhang, Zhixia Ding, Zhigang Zeng:
Adaptive tracking synchronization for coupled reaction-diffusion neural networks with parameter mismatches. Neural Networks 124: 146-157 (2020) - [j235]Jichen Shi, Zhigang Zeng:
Global exponential stabilization and lag synchronization control of inertial neural networks with time delays. Neural Networks 126: 11-20 (2020) - [j234]Jian Xiao, Zhigang Zeng, Ailong Wu, Shiping Wen:
Fixed-time synchronization of delayed Cohen-Grossberg neural networks based on a novel sliding mode. Neural Networks 128: 1-12 (2020) - [j233]Changqing Long, Guodong Zhang, Zhigang Zeng:
Novel results on finite-time stabilization of state-based switched chaotic inertial neural networks with distributed delays. Neural Networks 129: 193-202 (2020) - [j232]Cheng Lian, Zhigang Zeng, Xiaoping Wang, Wei Yao, Yixin Su, Huiming Tang:
Landslide displacement interval prediction using lower upper bound estimation method with pre-trained random vector functional link network initialization. Neural Networks 130: 286-296 (2020) - [j231]Chongyang Chen, Song Zhu, Min Wang, Chunyu Yang, Zhigang Zeng:
Finite-time stabilization and energy consumption estimation for delayed neural networks with bounded activation function. Neural Networks 131: 163-171 (2020) - [j230]Xiaoyang Liu, Zhigang Zeng, Donald C. Wunsch II:
Memristor-based LSTM network with in situ training and its applications. Neural Networks 131: 300-311 (2020) - [j229]Wei Zhou, Cheng Lian, Zhigang Zeng, Yixin Su:
Mutual Improvement Between Temporal Ensembling and Virtual Adversarial Training. Neural Process. Lett. 51(2): 1111-1124 (2020) - [j228]Bo Yuan, Bin Li, Huanhuan Chen, Zhigang Zeng, Xin Yao:
Multi-objective redundancy hardening with optimal task mapping for independent tasks on multi-cores. Soft Comput. 24(2): 981-995 (2020) - [j227]Le Yang, Zhigang Zeng, Yi Huang:
An Associative-Memory-Based Reconfigurable Memristive Neuromorphic System With Synchronous Weight Training. IEEE Trans. Cogn. Dev. Syst. 12(3): 529-540 (2020) - [j226]Zilu Wang, Xiaoping Wang, Zezao Lu, Weiguo Wu, Zhigang Zeng:
The Design of Memristive Circuit for Affective Multi-Associative Learning. IEEE Trans. Biomed. Circuits Syst. 14(2): 173-185 (2020) - [j225]Hui Liu, Jiangqiao Xu, Zengyang Li, Xiaoping Wang, Jinhu Lü, Zhigang Zeng:
Optimizing Synchronizability of Multilayer Networks Based on the Graph Comparison Method. IEEE Trans. Circuits Syst. I Fundam. Theory Appl. 67-I(5): 1740-1751 (2020) - [j224]Housheng Su, Mingkang Long, Zhigang Zeng:
Controllability of Two-Time-Scale Discrete-Time Multiagent Systems. IEEE Trans. Cybern. 50(4): 1440-1449 (2020) - [j223]Housheng Su, Yifan Liu, Zhigang Zeng:
Second-Order Consensus for Multiagent Systems via Intermittent Sampled Position Data Control. IEEE Trans. Cybern. 50(5): 2063-2072 (2020) - [j222]Peng Liu, Wei Xing Zheng, Zhigang Zeng:
On Complete Stability of Recurrent Neural Networks With Time-Varying Delays and General Piecewise Linear Activation Functions. IEEE Trans. Cybern. 50(5): 2249-2263 (2020) - [j221]Guodong Zhang, Junhao Hu, Zhigang Zeng:
New Criteria on Global Stabilization of Delayed Memristive Neural Networks With Inertial Item. IEEE Trans. Cybern. 50(6): 2770-2780 (2020) - [j220]Housheng Su, Yaping Sun, Zhigang Zeng:
Semiglobal Observer-Based Non-Negative Edge Consensus of Networked Systems With Actuator Saturation. IEEE Trans. Cybern. 50(6): 2827-2836 (2020) - [j219]Junwei Sun, Gaoyong Han, Zhigang Zeng, Yanfeng Wang:
Memristor-Based Neural Network Circuit of Full-Function Pavlov Associative Memory With Time Delay and Variable Learning Rate. IEEE Trans. Cybern. 50(7): 2935-2945 (2020) - [j218]Yin Sheng, Frank L. Lewis, Zhigang Zeng, Tingwen Huang:
Lagrange Stability and Finite-Time Stabilization of Fuzzy Memristive Neural Networks With Hybrid Time-Varying Delays. IEEE Trans. Cybern. 50(7): 2959-2970 (2020) - [j217]Jiejie Chen, Boshan Chen, Zhigang Zeng, Ping Jiang:
Event-Triggered Synchronization Strategy for Multiple Neural Networks With Time Delay. IEEE Trans. Cybern. 50(7): 3271-3280 (2020) - [j216]Qiang Xiao, Tingwen Huang, Zhigang Zeng:
Stabilization of Nonautonomous Recurrent Neural Networks With Bounded and Unbounded Delays on Time Scales. IEEE Trans. Cybern. 50(10): 4307-4317 (2020) - [j215]Housheng Su, Xin Wang, Zhigang Zeng:
Consensus of Second-Order Hybrid Multiagent Systems by Event-Triggered Strategy. IEEE Trans. Cybern. 50(11): 4648-4657 (2020) - [j214]Leimin Wang, Haibo He, Zhigang Zeng, Cheng Hu:
Global Stabilization of Fuzzy Memristor-Based Reaction-Diffusion Neural Networks. IEEE Trans. Cybern. 50(11): 4658-4669 (2020) - [j213]Zhihao Liu, Zhigang Zeng, Cheng Lian:
Multidomain Features Fusion for Zero-Shot Learning. IEEE Trans. Emerg. Top. Comput. Intell. 4(6): 764-773 (2020) - [j212]Leimin Wang, Haibo He, Zhigang Zeng:
Global Synchronization of Fuzzy Memristive Neural Networks With Discrete and Distributed Delays. IEEE Trans. Fuzzy Syst. 28(9): 2022-2034 (2020) - [j211]Dongrui Wu, Chin-Teng Lin, Jian Huang, Zhigang Zeng:
On the Functional Equivalence of TSK Fuzzy Systems to Neural Networks, Mixture of Experts, CART, and Stacking Ensemble Regression. IEEE Trans. Fuzzy Syst. 28(10): 2570-2580 (2020) - [j210]Jing Sun, Zhan-Li Sun, Kin-Man Lam, Zhigang Zeng:
A Robust Point Set Registration Approach With Multiple Effective Constraints. IEEE Trans. Ind. Electron. 67(12): 10931-10941 (2020) - [j209]Guodong Zhang, Zhigang Zeng:
Stabilization of Second-Order Memristive Neural Networks With Mixed Time Delays via Nonreduced Order. IEEE Trans. Neural Networks Learn. Syst. 31(2): 700-706 (2020) - [j208]Jiejie Chen, Boshan Chen, Zhigang Zeng:
Synchronization and Consensus in Networks of Linear Fractional-Order Multi-Agent Systems via Sampled-Data Control. IEEE Trans. Neural Networks Learn. Syst. 31(8): 2955-2964 (2020) - [j207]Peng Liu, Zhigang Zeng, Jun Wang:
Asymptotic and Finite-Time Cluster Synchronization of Coupled Fractional-Order Neural Networks With Time Delay. IEEE Trans. Neural Networks Learn. Syst. 31(11): 4956-4967 (2020) - [j206]Yin Sheng, Hao Zhang, Zhigang Zeng:
Stability and Robust Stability of Stochastic Reaction-Diffusion Neural Networks With Infinite Discrete and Distributed Delays. IEEE Trans. Syst. Man Cybern. Syst. 50(5): 1721-1732 (2020) - [j205]Fanghai Zhang, Zhigang Zeng:
Multiple Lagrange Stability Under Perturbation for Recurrent Neural Networks With Time-Varying Delays. IEEE Trans. Syst. Man Cybern. Syst. 50(6): 2029-2041 (2020) - [j204]Xingchen Xu, Qingshan Liu, Chuanlin Zhang, Zhigang Zeng:
Prescribed Performance Controller Design for DC Converter System With Constant Power Loads in DC Microgrid. IEEE Trans. Syst. Man Cybern. Syst. 50(11): 4339-4348 (2020) - [c57]Xingda Wang, Xiaoping Wang, Zhigang Zeng:
A Novel Weight Update Rule of Online Transfer Learning. ICACI 2020: 349-355 - [c56]Lin Yu, Xingda Wang, Xiaoping Wang, Zhigang Zeng:
Improving Robustness of Deep Transfer Model by Double Transfer Learning. ICACI 2020: 356-363 - [c55]Lin Yu, Ting Deng, Wenxiang Zhang, Zhigang Zeng:
Stronger Adversarial Attack: Using Mini-batch Gradient. ICACI 2020: 364-370 - [i3]Dongrui Wu, Ruimin Peng, Jian Huang, Zhigang Zeng:
Transfer Learning for Brain-Computer Interfaces: A Complete Pipeline. CoRR abs/2007.03746 (2020) - [i2]Lubin Meng, Jian Huang, Zhigang Zeng, Xue Jiang, Shan Yu, Tzyy-Ping Jung, Chin-Teng Lin, Ricardo Chavarriaga, Dongrui Wu:
EEG-Based Brain-Computer Interfaces Are Vulnerable to Backdoor Attacks. CoRR abs/2011.00101 (2020)
2010 – 2019
- 2019
- [j203]Ying Zhang, Xia Chen, Zhan-Li Sun, Kin-Man Lam, Zhigang Zeng:
An Accelerated Procrustean Markov Process Model With Coherent Constraint for Non-Rigid Structure From Motion. IEEE Access 7: 145013-145021 (2019) - [j202]Jing Sun, Xia Chen, Zhan-Li Sun, Kin-Man Lam, Zhigang Zeng:
Point Set Registration With a Hybrid Structure Constraint. IEEE Access 7: 164246-164255 (2019) - [j201]Feng Jiang, Jiaqi He, Zhigang Zeng:
Pigeon-inspired optimization and extreme learning machine via wavelet packet analysis for predicting bulk commodity futures prices. Sci. China Inf. Sci. 62(7): 70204:1-70204:19 (2019) - [j200]Xudong Xie, Liangji Zou, Shiping Wen, Zhigang Zeng, Tingwen Huang:
A Flux-Controlled Logarithmic Memristor Model and Emulator. Circuits Syst. Signal Process. 38(4): 1452-1465 (2019) - [j199]Minghui Dong, Shiping Wen, Zhigang Zeng, Zheng Yan, Tingwen Huang:
Sparse fully convolutional network for face labeling. Neurocomputing 331: 465-472 (2019) - [j198]Wei Zhang, Junchi Yan, Zhi-Yong Liu, Zhigang Zeng:
Special issue on deep learning for intelligent sensing, decision-making and control. Neurocomputing 345: 1-2 (2019) - [j197]Zhuoling Li, Minghui Dong, Shiping Wen, Xiang Hu, Pan Zhou, Zhigang Zeng:
CLU-CNNs: Object detection for medical images. Neurocomputing 350: 53-59 (2019) - [j196]Zhixia Ding, Zhigang Zeng, Hao Zhang, Leimin Wang, Liheng Wang:
New results on passivity of fractional-order uncertain neural networks. Neurocomputing 351: 51-59 (2019) - [j195]Le Yang, Zhigang Zeng, Xinming Shi:
A memristor-based neural network circuit with synchronous weight adjustment. Neurocomputing 363: 114-124 (2019) - [j194]Leimin Wang, Zhigang Zeng, Xiaofeng Zong, Ming-Feng Ge:
Finite-time stabilization of memristor-based inertial neural networks with discontinuous activations and distributed delays. J. Frankl. Inst. 356(6): 3628-3643 (2019) - [j193]Yanyi Cao, Yuting Cao, Shiping Wen, Tingwen Huang, Zhigang Zeng:
Passivity analysis of delayed reaction-diffusion memristor-based neural networks. Neural Networks 109: 159-167 (2019) - [j192]Yufeng Zhou, Zhigang Zeng:
Event-triggered impulsive control on quasi-synchronization of memristive neural networks with time-varying delays. Neural Networks 110: 55-65 (2019) - [j191]Yiyan Han, Chuandong Li, Zhigang Zeng:
Asynchronous event-based sampling data for impulsive protocol on consensus of non-linear multi-agent systems. Neural Networks 115: 90-99 (2019) - [j190]Ting Deng, Zhigang Zeng:
Generate adversarial examples by spatially perturbing on the meaningful area. Pattern Recognit. Lett. 125: 632-638 (2019) - [j189]Jia-Xiang Wang, Zhan-Li Sun, Xia Chen, Kin-Man Lam, Zhi-Gang Zeng:
A CSF-Based CNR Approach for Small-Size Image Sequences. IEEE Signal Process. Lett. 26(12): 1808-1811 (2019) - [j188]Qiang Xiao, Frank L. Lewis, Zhigang Zeng:
Containment Control for Multiagent Systems Under Two Intermittent Control Schemes. IEEE Trans. Autom. Control. 64(3): 1236-1243 (2019) - [j187]Shiping Wen, Shuixin Xiao, Yin Yang, Zheng Yan, Zhigang Zeng, Tingwen Huang:
Adjusting Learning Rate of Memristor-Based Multilayer Neural Networks via Fuzzy Method. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38(6): 1084-1094 (2019) - [j186]Qinghui Hong, Ya Li, Xiaoping Wang, Zhigang Zeng:
A Versatile Pulse Control Method to Generate Arbitrary Multidirection Multibutterfly Chaotic Attractors. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38(8): 1480-1492 (2019) - [j185]Shiping Wen, Weiwei Liu, Yin Yang, Tingwen Huang, Zhigang Zeng:
Generating Realistic Videos From Keyframes With Concatenated GANs. IEEE Trans. Circuits Syst. Video Technol. 29(8): 2337-2348 (2019) - [j184]Fanghai Zhang, Zhigang Zeng:
Multiple $\psi$ -Type Stability and Its Robustness for Recurrent Neural Networks With Time-Varying Delays. IEEE Trans. Cybern. 49(5): 1803-1815 (2019) - [j183]Hao Zhang, Zhigang Zeng, Qing-Long Han:
Synchronization of Multiple Reaction-Diffusion Neural Networks With Heterogeneous and Unbounded Time-Varying Delays. IEEE Trans. Cybern. 49(8): 2980-2991 (2019) - [j182]Yin Sheng, Frank L. Lewis, Zhigang Zeng, Tingwen Huang:
Stability and Stabilization of Takagi-Sugeno Fuzzy Systems With Hybrid Time-Varying Delays. IEEE Trans. Fuzzy Syst. 27(10): 2067-2078 (2019) - [j181]Fanghai Zhang, Zhigang Zeng:
Multiple $\psi$ -Type Stability of Cohen-Grossberg Neural Networks With Both Time-Varying Discrete Delays and Distributed Delays. IEEE Trans. Neural Networks Learn. Syst. 30(2): 566-579 (2019) - [j180]Yin Sheng, Frank L. Lewis, Zhigang Zeng:
Exponential Stabilization of Fuzzy Memristive Neural Networks With Hybrid Unbounded Time-Varying Delays. IEEE Trans. Neural Networks Learn. Syst. 30(3): 739-750 (2019) - [j179]Hao Zhang, Nikhil R. Pal, Yin Sheng, Zhigang Zeng:
Distributed Adaptive Tracking Synchronization for Coupled Reaction-Diffusion Neural Network. IEEE Trans. Neural Networks Learn. Syst. 30(5): 1462-1475 (2019) - [j178]Qiang Xiao, Tingwen Huang, Zhigang Zeng:
Global Exponential Stability and Synchronization for Discrete-Time Inertial Neural Networks With Time Delays: A Timescale Approach. IEEE Trans. Neural Networks Learn. Syst. 30(6): 1854-1866 (2019) - [j177]Peng Liu, Zhigang Zeng, Jun Wang:
Global Synchronization of Coupled Fractional-Order Recurrent Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 30(8): 2358-2368 (2019) - [j176]Jiejie Chen, Boshan Chen, Zhigang Zeng, Ping Jiang:
Effects of Subsystem and Coupling on Synchronization of Multiple Neural Networks With Delays via Impulsive Coupling. IEEE Trans. Neural Networks Learn. Syst. 30(12): 3748-3758 (2019) - [j175]Qiang Xiao, Zhenkun Huang, Zhigang Zeng:
Passivity Analysis for Memristor-Based Inertial Neural Networks With Discrete and Distributed Delays. IEEE Trans. Syst. Man Cybern. Syst. 49(2): 375-385 (2019) - [j174]Shiping Wen, Rui Hu, Yin Yang, Tingwen Huang, Zhigang Zeng, Yong-Duan Song:
Memristor-Based Echo State Network With Online Least Mean Square. IEEE Trans. Syst. Man Cybern. Syst. 49(9): 1787-1796 (2019) - [j173]Jiejie Chen, Boshan Chen, Zhigang Zeng:
Global Asymptotic Stability and Adaptive Ultimate Mittag-Leffler Synchronization for a Fractional-Order Complex-Valued Memristive Neural Networks With Delays. IEEE Trans. Syst. Man Cybern. Syst. 49(12): 2519-2535 (2019) - [j172]Qinghui Hong, Qiujie Wu, Xiaoping Wang, Zhigang Zeng:
Novel Nonlinear Function Shift Method for Generating Multiscroll Attractors Using Memristor-Based Control Circuit. IEEE Trans. Very Large Scale Integr. Syst. 27(5): 1174-1185 (2019) - [c54]Zihou Wei, Qing Shi, Chang Li, Shurui Yan, Guanglu Jia, Zhigang Zeng, Qiang Huang, Toshio Fukuda:
Development of an MEMS based biomimetic whisker sensor for tactile sensing. CBS 2019: 222-227 - [c53]Qiang Xiao, Tingwen Huang, Zhigang Zeng:
Global Stabilization for Delayed Fuzzy Inertial Neural Networks. ISNN (2) 2019: 62-69 - [c52]Boshan Chen, Jiejie Chen, Zhigang Zeng, Ping Jiang:
A Novel Second-Order Consensus Control in Multi-agent Dynamical Systems. ISNN (2) 2019: 101-110 - [c51]Ping Jiang, Jiejie Chen, Zhigang Zeng:
Multi Step Prediction of Landslide Displacement Time Series Based on Extended Kalman Filter and Back Propagation Trough Time. ISNN (1) 2019: 184-193 - [i1]Dongrui Wu, Chin-Teng Lin, Jian Huang, Zhigang Zeng:
On the Functional Equivalence of TSK Fuzzy Systems to Neural Networks, Mixture of Experts, CART, and Stacking Ensemble Regression. CoRR abs/1903.10572 (2019) - 2018
- [j171]Guodong Zhang, Zhigang Zeng:
Exponential stability for a class of memristive neural networks with mixed time-varying delays. Appl. Math. Comput. 321: 544-554 (2018) - [j170]Ting Deng, Xing He, Zhigang Zeng:
Recurrent neural network for combined economic and emission dispatch. Appl. Intell. 48(8): 2180-2198 (2018) - [j169]Lihua Shen, Jihong Chen, Zhigang Zeng, Jianzhong Yang, Jian Jin:
A novel echo state network for multivariate and nonlinear time series prediction. Appl. Soft Comput. 62: 524-535 (2018) - [j168]Xiaoping Wang, Ran Yang, Zhigang Zeng, Qiao Chen, Shuangyu Zhu:
Improvement of two-step write scheme in complementary resistive switch array. IET Circuits Devices Syst. 12(1): 50-54 (2018) - [j167]Le Yang, Zhigang Zeng, Shiping Wen:
A full-function Pavlov associative memory implementation with memristance changing circuit. Neurocomputing 272: 513-519 (2018) - [j166]Shuixin Xiao, Xudong Xie, Shiping Wen, Zhigang Zeng, Tingwen Huang, Jianhua Jiang:
GST-memristor-based online learning neural networks. Neurocomputing 272: 677-682 (2018) - [j165]Xudong Xie, Shiping Wen, Zhigang Zeng, Tingwen Huang:
Memristor-based circuit implementation of pulse-coupled neural network with dynamical threshold generators. Neurocomputing 284: 10-16 (2018) - [j164]Guanghua Ren, Yuting Cao, Shiping Wen, Tingwen Huang, Zhigang Zeng:
A modified Elman neural network with a new learning rate scheme. Neurocomputing 286: 11-18 (2018) - [j163]Cheng Lian, Lingzi Zhu, Zhigang Zeng, Yixin Su, Wei Yao, Huiming Tang:
Constructing prediction intervals for landslide displacement using bootstrapping random vector functional link networks selective ensemble with neural networks switched. Neurocomputing 291: 1-10 (2018) - [j162]Wei Yao, Zhigang Zeng, Cheng Lian, Huiming Tang:
Pixel-wise regression using U-Net and its application on pansharpening. Neurocomputing 312: 364-371 (2018) - [j161]Zengyang Li, Hui Liu, Junan Lu, Zhigang Zeng, Jinhu Lü:
Synchronization regions of discrete-time dynamical networks with impulsive couplings. Inf. Sci. 459: 265-277 (2018) - [j160]Leimin Wang, Ming-Feng Ge, Zhigang Zeng, Junhao Hu:
Finite-time robust consensus of nonlinear disturbed multiagent systems via two-layer event-triggered control. Inf. Sci. 466: 270-283 (2018) - [j159]Yinfang Song, Zhigang Zeng:
Razumikhin-type theorems on pth moment boundedness of neutral stochastic functional differential equations with Makovian switching. J. Frankl. Inst. 355(17): 8296-8312 (2018) - [j158]Yanyi Cao, Yuting Cao, Shiping Wen, Tingwen Huang, Zhigang Zeng:
Passivity analysis of coupled neural networks with reaction-diffusion terms and mixed delays. J. Frankl. Inst. 355(17): 8915-8933 (2018) - [j157]Xiaofen Zeng, Shiping Wen, Zhigang Zeng, Tingwen Huang:
Design of memristor-based image convolution calculation in convolutional neural network. Neural Comput. Appl. 30(2): 503-508 (2018) - [j156]Fanghai Zhang, Zhigang Zeng:
Multistability and instability analysis of recurrent neural networks with time-varying delays. Neural Networks 97: 116-126 (2018) - [j155]Guodong Zhang, Zhigang Zeng, Junhao Hu:
New results on global exponential dissipativity analysis of memristive inertial neural networks with distributed time-varying delays. Neural Networks 97: 183-191 (2018) - [j154]Gang Bao, Zhigang Zeng, Yanjun Shen:
Region stability analysis and tracking control of memristive recurrent neural network. Neural Networks 98: 51-58 (2018) - [j153]Jiejie Chen, Boshan Chen, Zhigang Zeng:
Global Uniform Asymptotic Fixed Deviation Stability and Stability for Delayed Fractional-order Memristive Neural Networks with Generic Memductance. Neural Networks 98: 65-75 (2018) - [j152]Jiejie Chen, Boshan Chen, Zhigang Zeng:
O(t-α)-synchronization and Mittag-Leffler synchronization for the fractional-order memristive neural networks with delays and discontinuous neuron activations. Neural Networks 100: 10-24 (2018) - [j151]Yin Sheng, Zhigang Zeng:
Impulsive synchronization of stochastic reaction-diffusion neural networks with mixed time delays. Neural Networks 103: 83-93 (2018) - [j150]Shiping Wen, Xudong Xie, Zheng Yan, Tingwen Huang, Zhigang Zeng:
General memristor with applications in multilayer neural networks. Neural Networks 103: 142-149 (2018) - [j149]Leimin Wang, Zhigang Zeng, Ming-Feng Ge, Junhao Hu:
Global stabilization analysis of inertial memristive recurrent neural networks with discrete and distributed delays. Neural Networks 105: 65-74 (2018) - [j148]Yiyan Han, Chuandong Li, Zhigang Zeng, Hongfei Li:
Exponential consensus of discrete-time non-linear multi-agent systems via relative state-dependent impulsive protocols. Neural Networks 108: 192-201 (2018) - [j147]Gang Bao, Zhigang Zeng:
Stability Analysis for Memristive Recurrent Neural Network Under Different External Stimulus. Neural Process. Lett. 47(2): 601-618 (2018) - [j146]Le Yang, Zhigang Zeng, Yi Huang, Shiping Wen:
Memristor-Based Circuit Implementations of Recognition Network and Recall Network With Forgetting Stages. IEEE Trans. Cogn. Dev. Syst. 10(4): 1133-1142 (2018) - [j145]Xiaoping Wang, Qian Wu, Qiao Chen, Zhigang Zeng:
A Novel Design for Memristor-Based Multiplexer Via NOT-Material Implication. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37(7): 1436-1444 (2018) - [j144]Xiaoping Wang, Shuai Li, Hui Liu, Zhigang Zeng:
A Compact Scheme of Reading and Writing for Memristor-Based Multivalued Memory. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37(7): 1505-1509 (2018) - [j143]Xian-Ming Zhang, Qing-Long Han, Zhigang Zeng:
Hierarchical Type Stability Criteria for Delayed Neural Networks via Canonical Bessel-Legendre Inequalities. IEEE Trans. Cybern. 48(5): 1660-1671 (2018) - [j142]Shiping Wen, Huaqiang Wei, Zhigang Zeng, Tingwen Huang:
Memristive Fully Convolutional Network: An Accurate Hardware Image-Segmentor in Deep Learning. IEEE Trans. Emerg. Top. Comput. Intell. 2(5): 324-334 (2018) - [j141]Xinming Shi, Zhigang Zeng, Le Yang, Yi Huang:
Memristor-Based Circuit Design for Neuron With Homeostatic Plasticity. IEEE Trans. Emerg. Top. Comput. Intell. 2(5): 359-370 (2018) - [j140]Qiang Xiao, Zhigang Zeng:
Lagrange Stability for T-S Fuzzy Memristive Neural Networks with Time-Varying Delays on Time Scales. IEEE Trans. Fuzzy Syst. 26(3): 1091-1103 (2018) - [j139]Yin Sheng, Hao Zhang, Zhigang Zeng:
Stabilization of Fuzzy Memristive Neural Networks With Mixed Time Delays. IEEE Trans. Fuzzy Syst. 26(5): 2591-2606 (2018) - [j138]Qiang Xiao, Tingwen Huang, Zhigang Zeng:
Passivity and Passification of Fuzzy Memristive Inertial Neural Networks on Time Scales. IEEE Trans. Fuzzy Syst. 26(6): 3342-3355 (2018) - [j137]Qiang Xiao, Frank L. Lewis, Zhigang Zeng:
Event-Based Time-Interval Pinning Control for Complex Networks on Time Scales and Applications. IEEE Trans. Ind. Electron. 65(11): 8797-8808 (2018) - [j136]Zhixia Ding, Zhigang Zeng, Leimin Wang:
Robust Finite-Time Stabilization of Fractional-Order Neural Networks With Discontinuous and Continuous Activation Functions Under Uncertainty. IEEE Trans. Neural Networks Learn. Syst. 29(5): 1477-1490 (2018) - [j135]Hao Zhang, Yin Sheng, Zhigang Zeng:
Synchronization of Coupled Reaction-Diffusion Neural Networks With Directed Topology via an Adaptive Approach. IEEE Trans. Neural Networks Learn. Syst. 29(5): 1550-1561 (2018) - [j134]Peng Liu, Zhigang Zeng, Jun Wang:
Multistability of Recurrent Neural Networks With Nonmonotonic Activation Functions and Unbounded Time-Varying Delays. IEEE Trans. Neural Networks Learn. Syst. 29(7): 3000-3010 (2018) - [j133]Xiaoping Wang, Shuai Li, Zhigang Zeng:
Configurable Logic Operations Using Hybrid CRS-CMOS Cells. IEEE Trans. Very Large Scale Integr. Syst. 26(12): 2641-2647 (2018) - [c50]Shiping Wen, Guanghua Ren, Yuting Cao, Zhenyuan Guo, Qiang Xiao, Zhigang Zeng, Tingwen Huang:
WeiboCluster: An Event-Oriented Sina Weibo Dataset with Estimating Credit. ISNN 2018: 239-246 - [c49]Jiejie Chen, Ping Jiang, Zhigang Zeng, Boshan Chen:
R-RTRL Based on Recurrent Neural Network with K-Fold Cross-Validation for Multi-step-ahead Prediction Landslide Displacement. ISNN 2018: 468-475 - [c48]Qiang Xiao, Shiping Wen, Zhigang Zeng, Tingwen Huang:
Boundedness and Stability for a Class of Timescale-Type Time-Varying Systems. ISNN 2018: 703-710 - 2017
- [j132]Ping Jiang, Zhigang Zeng, Jiejie Chen:
On the periodic dynamics of memristor-based neural networks with leakage and time-varying delays. Neurocomputing 219: 163-173 (2017) - [j131]Wei Yao, Zhigang Zeng, Cheng Lian:
Generating probabilistic predictions using mean-variance estimation and echo state network. Neurocomputing 219: 536-547 (2017) - [j130]Rui Hu, Shiping Wen, Zhigang Zeng, Tingwen Huang:
A short-term power load forecasting model based on the generalized regression neural network with decreasing step fruit fly optimization algorithm. Neurocomputing 221: 24-31 (2017) - [j129]Ling Liu, Ailong Wu, Zhigang Zeng, Tingwen Huang:
Global mean square exponential stability of stochastic neural networks with retarded and advanced argument. Neurocomputing 247: 156-164 (2017) - [j128]Gang Bao, Zhigang Zeng:
Region stability analysis for switched discrete-time recurrent neural network with multiple equilibria. Neurocomputing 249: 182-190 (2017) - [j127]Yin Sheng, Zhigang Zeng:
Passivity and robust passivity of stochastic reaction-diffusion neural networks with time-varying delays. J. Frankl. Inst. 354(10): 3995-4012 (2017) - [j126]Peng Liu, Zhigang Zeng, Jun Wang:
Multistability of Delayed Recurrent Neural Networks with Mexican Hat Activation Functions. Neural Comput. 29(2): 423-457 (2017) - [j125]Peng Liu, Zhigang Zeng, Jun Wang:
Complete stability of delayed recurrent neural networks with Gaussian activation functions. Neural Networks 85: 21-32 (2017) - [j124]Ailong Wu, Ling Liu, Tingwen Huang, Zhigang Zeng:
Mittag-Leffler stability of fractional-order neural networks in the presence of generalized piecewise constant arguments. Neural Networks 85: 118-127 (2017) - [j123]Leimin Wang, Zhigang Zeng, Junhao Hu, Xiaoping Wang:
Controller design for global fixed-time synchronization of delayed neural networks with discontinuous activations. Neural Networks 87: 122-131 (2017) - [j122]Yin Sheng, Zhigang Zeng:
Synchronization of stochastic reaction-diffusion neural networks with Dirichlet boundary conditions and unbounded delays. Neural Networks 93: 89-98 (2017) - [j121]Yanwen Guo, Xiaoping Wang, Zhigang Zeng:
A Compact Memristor-CMOS Hybrid Look-Up-Table Design and Potential Application in FPGA. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36(12): 2144-2148 (2017) - [j120]Shiping Wen, Tingwen Huang, Xinghuo Yu, Michael Z. Q. Chen, Zhigang Zeng:
Sliding-Mode Control of Memristive Chua's Systems via the Event-Based Method. IEEE Trans. Circuits Syst. II Express Briefs 64-II(1): 81-85 (2017) - [j119]Qiang Xiao, Zhigang Zeng:
Scale-Limited Lagrange Stability and Finite-Time Synchronization for Memristive Recurrent Neural Networks on Time Scales. IEEE Trans. Cybern. 47(10): 2984-2994 (2017) - [j118]Yin Sheng, Hao Zhang, Zhigang Zeng:
Synchronization of Reaction-Diffusion Neural Networks With Dirichlet Boundary Conditions and Infinite Delays. IEEE Trans. Cybern. 47(10): 3005-3017 (2017) - [j117]Ailong Wu, Zhigang Zeng:
Global Mittag-Leffler Stabilization of Fractional-Order Memristive Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 28(1): 206-217 (2017) - [j116]Yan-Wu Wang, Wu Yang, Jiang-Wen Xiao, Zhigang Zeng:
Impulsive Multisynchronization of Coupled Multistable Neural Networks With Time-Varying Delay. IEEE Trans. Neural Networks Learn. Syst. 28(7): 1560-1571 (2017) - [j115]Shiping Wen, Zhigang Zeng, Michael Z. Q. Chen, Tingwen Huang:
Synchronization of Switched Neural Networks With Communication Delays via the Event-Triggered Control. IEEE Trans. Neural Networks Learn. Syst. 28(10): 2334-2343 (2017) - [j114]Shiping Wen, Michael Z. Q. Chen, Zhigang Zeng, Xinghuo Yu, Tingwen Huang:
Fuzzy Control for Uncertain Vehicle Active Suspension Systems via Dynamic Sliding-Mode Approach. IEEE Trans. Syst. Man Cybern. Syst. 47(1): 24-32 (2017) - [j113]Shiping Wen, Michael Z. Q. Chen, Zhigang Zeng, Tingwen Huang, Chaojie Li:
Adaptive Neural-Fuzzy Sliding-Mode Fault-Tolerant Control for Uncertain Nonlinear Systems. IEEE Trans. Syst. Man Cybern. Syst. 47(8): 2268-2278 (2017) - [j112]Peng Liu, Zhigang Zeng, Jun Wang:
Multiple Mittag-Leffler Stability of Fractional-Order Recurrent Neural Networks. IEEE Trans. Syst. Man Cybern. Syst. 47(8): 2279-2288 (2017) - [c47]Xiaoping Wang, Ran Yang, Qiao Chen, Zhigang Zeng:
An improved memristor-CMOS XOR logic gate and a novel full adder. ICACI 2017: 7-11 - [c46]Zhou Jiang, Zhigang Zeng:
Robot Path Planning Based on A Hybrid Approach. ICONIP (4) 2017: 288-295 - [c45]Yuting Cao, Shiping Wen, Zhigang Zeng, Tingwen Huang:
Nonlinear model reference control via aperiodic sampling. IECON 2017: 7457-7462 - [c44]Jiejie Chen, Zhigang Zeng, Ping Jiang:
Bootstrap Based on Generalized Regression Neural Network for Landslide Displacement for Interval Prediction. ISNN (1) 2017: 18-27 - [c43]Lin Chen, Zhong He, Xiaoping Wang, Zhigang Zeng:
Several Logic Gates Extended from MAGIC-Memristor-Aided Logic. ISNN (1) 2017: 170-179 - 2016
- [j111]Ying Mei, Jiawei Ye, Zhigang Zeng:
Entropy-weighted ANP fuzzy comprehensive evaluation of interim product production schemes in one-of-a-kind production. Comput. Ind. Eng. 100: 144-152 (2016) - [j110]Yuting Cao, Zhigang Zeng, Tingwen Huang, Shiping Wen:
New Criteria of Robust \(H_\infty \) Stability for Fuzzy Mixed-Delay Systems with Nonlinear Noise Disturbances. Circuits Syst. Signal Process. 35(8): 2810-2831 (2016) - [j109]Wenwen Shen, Zhigang Zeng, Shiping Wen:
Synchronization of complex dynamical network with piecewise constant argument of generalized type. Neurocomputing 173: 671-675 (2016) - [j108]Ailong Wu, Zhigang Zeng, Xingguo Song:
Global Mittag-Leffler stabilization of fractional-order bidirectional associative memory neural networks. Neurocomputing 177: 489-496 (2016) - [j107]Gang Bao, Zhigang Zeng:
Global asymptotical stability analysis for a kind of discrete-time recurrent neural network with discontinuous activation functions. Neurocomputing 193: 242-249 (2016) - [j106]Qingshan Liu, Jun Wang, Zhigang Zeng:
Advances in Neural Networks, Intelligent Control and Information Processing. Neurocomputing 198: 1-3 (2016) - [j105]Fanghai Zhang, Zhigang Zeng:
Multistability of recurrent neural networks with time-varying delays and nonincreasing activation function. Neurocomputing 216: 135-142 (2016) - [j104]Yajun Li, Zhigang Zeng, Shiping Wen:
Asymptotic stability analysis on nonlinear systems with leakage delay. J. Frankl. Inst. 353(3): 757-779 (2016) - [j103]Erjuan Guo, Zhigang Zeng, Yan Zhang, Xiao Long, Haijun Zhou, Xiaohong Wang:
The effect of annealing temperature on the electronic parameters and carrier transport mechanism of Pt/n-type Ge Schottky diode. Microelectron. Reliab. 62: 63-69 (2016) - [j102]Jiejie Chen, Zhigang Zeng, Ping Jiang, Huiming Tang:
Application of multi-gene genetic programming based on separable functional network for landslide displacement prediction. Neural Comput. Appl. 27(6): 1771-1784 (2016) - [j101]Ailong Wu, Zhigang Zeng:
Boundedness, Mittag-Leffler stability and asymptotical ω-periodicity of fractional-order fuzzy neural networks. Neural Networks 74: 73-84 (2016) - [j100]Peng Liu, Zhigang Zeng, Jun Wang:
Multistability analysis of a general class of recurrent neural networks with non-monotonic activation functions and time-varying delays. Neural Networks 79: 117-127 (2016) - [j99]Yuting Cao, Shiping Wen, Michael Z. Q. Chen, Tingwen Huang, Zhigang Zeng:
New results on anti-synchronization of switched neural networks with time-varying delays and lag signals. Neural Networks 81: 52-58 (2016) - [j98]Wenwen Shen, Zhigang Zeng, Leimin Wang:
Stability analysis for uncertain switched neural networks with time-varying delay. Neural Networks 83: 32-41 (2016) - [j97]Xiaoyang Liu, Zhigang Zeng, Shiping Wen:
Implementation of Memristive Neural Network With Full-Function Pavlov Associative Memory. IEEE Trans. Circuits Syst. I Regul. Pap. 63-I(9): 1454-1463 (2016) - [j96]Shiping Wen, Tingwen Huang, Xinghuo Yu, Michael Z. Q. Chen, Zhigang Zeng:
Aperiodic Sampled-Data Sliding-Mode Control of Fuzzy Systems With Communication Delays Via the Event-Triggered Method. IEEE Trans. Fuzzy Syst. 24(5): 1048-1057 (2016) - [j95]Shiping Wen, Xinghuo Yu, Zhigang Zeng, Jinjian Wang:
Event-Triggering Load Frequency Control for Multiarea Power Systems With Communication Delays. IEEE Trans. Ind. Electron. 63(2): 1308-1317 (2016) - [j94]Zhigang Zeng, Andrzej Cichocki, Long Cheng, Youshen Xia, Xiaolin Hu:
Guest Editorial Special Issue on Neurodynamic Systems for Optimization and Applications. IEEE Trans. Neural Networks Learn. Syst. 27(2): 210-213 (2016) - [j93]Cheng Lian, Zhigang Zeng, Wei Yao, Huiming Tang, Chun Lung Philip Chen:
Landslide Displacement Prediction With Uncertainty Based on Neural Networks With Random Hidden Weights. IEEE Trans. Neural Networks Learn. Syst. 27(12): 2683-2695 (2016) - [j92]Cheng Lian, C. L. Philip Chen, Zhigang Zeng, Wei Yao, Huiming Tang:
Prediction Intervals for Landslide Displacement Based on Switched Neural Networks. IEEE Trans. Reliab. 65(3): 1483-1495 (2016) - [j91]Peng Liu, Zhigang Zeng, Jun Wang:
Multistability of Recurrent Neural Networks With Nonmonotonic Activation Functions and Mixed Time Delays. IEEE Trans. Syst. Man Cybern. Syst. 46(4): 512-523 (2016) - [j90]Ailong Wu, Zhigang Zeng:
Output Convergence of Fuzzy Neurodynamic System With Piecewise Constant Argument of Generalized Type and Time-Varying Input. IEEE Trans. Syst. Man Cybern. Syst. 46(12): 1689-1702 (2016) - [c42]Yidong Zhu, Xiao Wang, Tingwen Huang, Zhigang Zeng:
Memristor-Based Neuromorphic System with Content Addressable Memory Structure. ISNN 2016: 681-690 - 2015
- [j89]Ailong Wu, Zhigang Zeng:
Improved conditions for global exponential stability of a general class of memristive neural networks. Commun. Nonlinear Sci. Numer. Simul. 20(3): 975-985 (2015) - [j88]Jun Wang, Zhigang Zeng, Zeng-Guang Hou:
Advances in neural networks. Neurocomputing 149: 1-2 (2015) - [j87]Jiejie Chen, Zhigang Zeng, Ping Jiang, Huangming Tang:
Deformation prediction of landslide based on functional network. Neurocomputing 149: 151-157 (2015) - [j86]Xiaoming Liu, Zhigang Zeng:
A new automatic mass detection method for breast cancer with false positive reduction. Neurocomputing 152: 388-402 (2015) - [j85]Wu Yang, Yan-Wu Wang, Zhigang Zeng, Ding-Fu Zheng:
Multistability of discrete-time delayed Cohen-Grossberg neural networks with second-order synaptic connectivity. Neurocomputing 164: 252-261 (2015) - [j84]Shiping Wen, Zhigang Zeng, Tingwen Huang:
Observer-based H∞ fuzzy control for discrete-time Takagi-Sugeno fuzzy mixed delay systems with random packet losses and multiplicative noises. Int. J. Syst. Sci. 46(1): 159-169 (2015) - [j83]Shiping Wen, Tingwen Huang, Zhigang Zeng, Yiran Chen, Peng Li:
Circuit design and exponential stabilization of memristive neural networks. Neural Networks 63: 48-56 (2015) - [j82]Ping Jiang, Zhigang Zeng, Jiejie Chen:
Almost periodic solutions for a memristor-based neural networks with leakage, time-varying and distributed delays. Neural Networks 68: 34-45 (2015) - [j81]Zhigang Zeng, Tingwen Huang, Chuandong Li:
Editorial. Neural Process. Lett. 41(2): 157-158 (2015) - [j80]Huangqiong Chen, Zhigang Zeng, Huiming Tang:
Landslide Deformation Prediction Based on Recurrent Neural Network. Neural Process. Lett. 41(2): 169-178 (2015) - [j79]Jian Xiao, Zhigang Zeng, Wenwen Shen:
Passivity Analysis of Delayed Neural Networks with Discontinuous Activations. Neural Process. Lett. 42(1): 215-232 (2015) - [j78]Shiping Wen, Zhigang Zeng, Tingwen Huang, Xinghuo Yu, Mingqing Xiao:
New Criteria of Passivity Analysis for Fuzzy Time-Delay Systems With Parameter Uncertainties. IEEE Trans. Fuzzy Syst. 23(6): 2284-2301 (2015) - [j77]Shiping Wen, Zhigang Zeng, Tingwen Huang, Qinggang Meng, Wei Yao:
Lag Synchronization of Switched Neural Networks via Neural Activation Function and Applications in Image Encryption. IEEE Trans. Neural Networks Learn. Syst. 26(7): 1493-1502 (2015) - [p1]Robert Kozma, Jun Wang, Zhigang Zeng:
Neurodynamics. Handbook of Computational Intelligence 2015: 607-648 - 2014
- [j76]Ailong Wu, Zhigang Zeng:
Passivity analysis of memristive neural networks with different memductance functions. Commun. Nonlinear Sci. Numer. Simul. 19(1): 274-285 (2014) - [j75]Shiping Wen, Zhigang Zeng, Tingwen Huang:
Event-based control for memristive systems. Commun. Nonlinear Sci. Numer. Simul. 19(10): 3431-3443 (2014) - [j74]Chuandong Li, Tingwen Huang, Zhigang Zeng, He Huang, Xing He:
Special Issue on ICONIP 2012. Cogn. Comput. 6(3): 279-280 (2014) - [j73]Ailong Wu, Zhigang Zeng:
Input-to-State Stability of Memristive Neural System with Time Delays. Circuits Syst. Signal Process. 33(3): 681-698 (2014) - [j72]Jian Xiao, Zhigang Zeng:
Robust Exponential Stabilization of Uncertain Complex Switched Networks with Time-Varying Delays. Circuits Syst. Signal Process. 33(4): 1135-1151 (2014) - [j71]Zhigang Zeng, Amir Hussain, Qinglai Wei:
Special issue on International Symposium on Neural Networks. Neurocomputing 125: 1-2 (2014) - [j70]Jian Xiao, Zhigang Zeng, Ailong Wu:
New criteria for exponential stability of delayed recurrent neural networks. Neurocomputing 134: 182-188 (2014) - [j69]Ailong Wu, Zhigang Zeng:
New global exponential stability results for a memristive neural system with time-varying delays. Neurocomputing 144: 553-559 (2014) - [j68]Ailong Wu, Zhigang Zeng:
An improved criterion for stability and attractability of memristive neural networks with time-varying delays. Neurocomputing 145: 316-323 (2014) - [j67]Jiejie Chen, Zhigang Zeng, Ping Jiang:
On the periodic dynamics of memristor-based neural networks with time-varying delays. Inf. Sci. 279: 358-373 (2014) - [j66]Ailong Wu, Zhigang Zeng:
Lagrange stability of neural networks with memristive synapses and multiple delays. Inf. Sci. 280: 135-151 (2014) - [j65]Ailong Wu, Zhigang Zeng, Chaojin Fu:
Dynamic analysis of memristive neural system with unbounded time-varying delays. J. Frankl. Inst. 351(5): 3032-3041 (2014) - [j64]Zhigang Zeng, Tingwen Huang, Chuandong Li, He Huang, Huiwei Wang:
Special issue on ICONIP 2012. Neural Comput. Appl. 24(1): 1-2 (2014) - [j63]Cheng Lian, Zhigang Zeng, Wei Yao, Huiming Tang:
Ensemble of extreme learning machine for landslide displacement prediction based on time series analysis. Neural Comput. Appl. 24(1): 99-107 (2014) - [j62]Ran Wang, Guoyou Wang, Zhong Chen, Zhigang Zeng, Yong Wang:
A palm vein identification system based on Gabor wavelet features. Neural Comput. Appl. 24(1): 161-168 (2014) - [j61]Jian Xiao, Zhigang Zeng:
Global robust stability of uncertain delayed neural networks with discontinuous neuron activation. Neural Comput. Appl. 24(5): 1191-1198 (2014) - [j60]Ailong Wu, Zhigang Zeng, Jiejie Chen:
Analysis and design of winner-take-all behavior based on a novel memristive neural network. Neural Comput. Appl. 24(7-8): 1595-1600 (2014) - [j59]Ailong Wu, Zhigang Zeng:
Exponential passivity of memristive neural networks with time delays. Neural Networks 49: 11-18 (2014) - [j58]Jiejie Chen, Zhigang Zeng, Ping Jiang:
Global Mittag-Leffler stability and synchronization of memristor-based fractional-order neural networks. Neural Networks 51: 1-8 (2014) - [j57]Jiejie Chen, Zhigang Zeng, Ping Jiang:
Global exponential almost periodicity of a delayed memristor-based neural networks. Neural Networks 60: 33-43 (2014) - [j56]Shiping Wen, Zhigang Zeng, Tingwen Huang, Xinghuo Yu:
Noise cancellation of memristive neural networks. Neural Networks 60: 74-83 (2014) - [j55]Shiping Wen, Zhigang Zeng, Tingwen Huang:
Reliable H∞ filtering for neutral systems with mixed delays and multiplicative noises. Signal Process. 94: 23-32 (2014) - [j54]Shiping Wen, Zhigang Zeng, Tingwen Huang, Yide Zhang:
Exponential Adaptive Lag Synchronization of Memristive Neural Networks via Fuzzy Method and Applications in Pseudorandom Number Generators. IEEE Trans. Fuzzy Syst. 22(6): 1704-1713 (2014) - [j53]Ailong Wu, Zhigang Zeng:
Lagrange Stability of Memristive Neural Networks With Discrete and Distributed Delays. IEEE Trans. Neural Networks Learn. Syst. 25(4): 690-703 (2014) - [c41]Gang Bao, Zhigang Zeng:
Attractor flow analysis for recurrent neural network with back-to-back memristors. FOCI 2014: 92-97 - [c40]Wenwen Shen, Zhigang Zeng, Fang Zou:
A Fractional-Order Chaotic Circuit Based on Memristor and Its Generalized Projective Synchronization. ICIC (1) 2014: 838-844 - [c39]Wei Yao, Zhigang Zeng, Cheng Lian, Huiming Tang, Tingwen Huang:
Multi-step Predictions of Landslide Displacements Based on Echo State Network. ICONIP (1) 2014: 382-388 - [c38]Cheng Lian, Zhigang Zeng, Wei Yao, Huiming Tang:
Performance of combined artificial neural networks for forecasting landslide displacement. IJCNN 2014: 418-423 - [c37]Xiaoming Liu, Zhigang Zeng, Xiaoping Wang:
Vessel segmentation in retinal images with a multiple kernel learning based method. IJCNN 2014: 507-511 - [c36]Yide Zhang, Zhigang Zeng, Shiping Wen:
Implementation of memristive neural networks with spike-rate-dependent plasticity synapses. IJCNN 2014: 2226-2233 - [c35]Ailong Wu, Zhigang Zeng, Chaojin Fu:
Data Mining Paradigm Based on Functional Networks with Applications in Landslide Prediction. IJCNN 2014: 2826-2830 - [c34]Ailong Wu, Zhigang Zeng, Chaojin Fu:
The state of the art of memristive neural systems: Models and applications. IJCNN 2014: 2831-2836 - [c33]Wei Yao, Zhigang Zeng, Cheng Lian, Huiming Tang:
A Kernel ELM Classifier for High-Resolution Remotely Sensed Imagery Based on Multiple Features. ISNN 2014: 270-277 - [c32]Ping Jiang, Zhigang Zeng, Jiejie Chen, Tingwen Huang:
Generalized Regression Neural Networks with K-Fold Cross-Validation for Displacement of Landslide Forecasting. ISNN 2014: 533-541 - [c31]Ping Jiang, Zhigang Zeng, Jiejie Chen, Tingwen Huang:
Genetic algorithm based on wavelet neural network for the displacement prediction of landslide. MFI 2014: 1-5 - [c30]Ping Jiang, Zhigang Zeng, Jiejie Chen, Huiming Tang:
A PSOGSA method to optimize the T-S fuzzy neural network for displacement prediction of landslide. SMC 2014: 1216-1221 - [e9]Zhigang Zeng, Yangmin Li, Irwin King:
Advances in Neural Networks - ISNN 2014 - 11th International Symposium on Neural Networks, ISNN 2014, Hong Kong and Macao, China, November 28- December 1, 2014. Proceedings. Lecture Notes in Computer Science 8866, Springer 2014, ISBN 978-3-319-12435-3 [contents] - 2013
- [j52]Shiping Wen, Zhigang Zeng, Tingwen Huang:
Observer-based H∞ control of discrete time-delay systems with random communication packet losses and multiplicative noises. Appl. Math. Comput. 219(12): 6484-6493 (2013) - [j51]Ailong Wu, Zhigang Zeng:
Anti-synchronization control of a class of memristive recurrent neural networks. Commun. Nonlinear Sci. Numer. Simul. 18(2): 373-385 (2013) - [j50]Zhigang Zeng, Haibo He:
Special Issue Editorial: Computational Intelligence and Applications. Cogn. Comput. 5(1): 1-2 (2013) - [j49]Huangqiong Chen, Zhigang Zeng:
Deformation Prediction of Landslide Based on Improved Back-propagation Neural Network. Cogn. Comput. 5(1): 56-62 (2013) - [j48]Shiping Wen, Zhigang Zeng, Tingwen Huang, Gang Bao:
Robust Passivity and Passification for a Class of Singularly Perturbed Nonlinear Systems with Time-Varying Delays and Polytopic Uncertainties via Neural Networks. Circuits Syst. Signal Process. 32(3): 1113-1127 (2013) - [j47]Jian Xiao, Zhigang Zeng, Wenwen Shen:
Global asymptotic stability of delayed neural networks with discontinuous neuron activations. Neurocomputing 118: 322-328 (2013) - [j46]Shiping Wen, Zhigang Zeng:
Robust sampled-data H ∞ output tracking control for a class of nonlinear networked systems with stochastic sampling. Int. J. Syst. Sci. 44(9): 1626-1638 (2013) - [j45]Shiping Wen, Zhigang Zeng, Tingwen Huang:
Robust probabilistic sampling H∞ output tracking control for a class of nonlinear networked systems with multiplicative noises. J. Frankl. Inst. 350(5): 1093-1111 (2013) - [j44]Shiping Wen, Zhigang Zeng, Tingwen Huang, Yiran Chen:
Passivity analysis of memristor-based recurrent neural networks with time-varying delays. J. Frankl. Inst. 350(8): 2354-2370 (2013) - [j43]Shiping Wen, Zhigang Zeng, Tingwen Huang:
Dynamic behaviors of memristor-based delayed recurrent networks. Neural Comput. Appl. 23(3-4): 815-821 (2013) - [j42]Gang Bao, Zhigang Zeng:
Multistability of periodic delayed recurrent neural network with memristors. Neural Comput. Appl. 23(7-8): 1963-1967 (2013) - [j41]Shiping Wen, Gang Bao, Zhigang Zeng, Yiran Chen, Tingwen Huang:
Global exponential synchronization of memristor-based recurrent neural networks with time-varying delays. Neural Networks 48: 195-203 (2013) - [j40]Shiping Wen, Zhigang Zeng, Tingwen Huang:
Associative Learning of Integrate-and-Fire Neurons with Memristor-Based Synapses. Neural Process. Lett. 38(1): 69-80 (2013) - [j39]Jian Xiao, Zhigang Zeng, Wenwen Shen:
Passivity analysis for delayed discontinuous neural networks. Soft Comput. 17(11): 2033-2041 (2013) - [j38]Zhigang Zeng, Wei Xing Zheng:
Multistability of Two Kinds of Recurrent Neural Networks With Activation Functions Symmetrical About the Origin on the Phase Plane. IEEE Trans. Neural Networks Learn. Syst. 24(11): 1749-1762 (2013) - [c29]Zhigang Zeng, Wei Xing Zheng:
Stability analysis of multiple equilibria for recurrent neural networks with time-varying delays. ISCAS 2013: 2099-2102 - [c28]Jiejie Chen, Zhigang Zeng, Huiming Tang:
Displacement Prediction Model of Landslide Based on Functional Networks. ISNN (2) 2013: 630-637 - [e8]Chengan Guo, Zeng-Guang Hou, Zhigang Zeng:
Advances in Neural Networks - ISNN 2013 - 10th International Symposium on Neural Networks, Dalian, China, July 4-6, 2013, Proceedings, Part I. Lecture Notes in Computer Science 7951, Springer 2013, ISBN 978-3-642-39064-7 [contents] - [e7]Chengan Guo, Zeng-Guang Hou, Zhigang Zeng:
Advances in Neural Networks - ISNN 2013 - 10th International Symposium on Neural Networks, Dalian, China, July 4-6, 2013, Proceedings, Part II. Lecture Notes in Computer Science 7952, Springer 2013, ISBN 978-3-642-39067-8 [contents] - 2012
- [j37]Cihui Yang, Zhigang Zeng, Shiping Wen:
Dissipativity Analysis and Stabilization for Stochastic Systems with Repeated Scalar Nonlinearities and Applications. Circuits Syst. Signal Process. 31(6): 2019-2033 (2012) - [j36]Gang Bao, Zhigang Zeng:
Analysis and design of associative memories based on recurrent neural network with discontinuous activation functions. Neurocomputing 77(1): 101-107 (2012) - [j35]Ailong Wu, Zhigang Zeng, Jine Zhang:
Global exponential convergence of periodic neural networks with time-varying delays. Neurocomputing 78(1): 149-154 (2012) - [j34]Shiping Wen, Zhigang Zeng, Tingwen Huang:
Exponential stability analysis of memristor-based recurrent neural networks with time-varying delays. Neurocomputing 97: 233-240 (2012) - [j33]Ailong Wu, Shiping Wen, Zhigang Zeng:
Synchronization control of a class of memristor-based recurrent neural networks. Inf. Sci. 183(1): 106-116 (2012) - [j32]Gang Bao, Shiping Wen, Zhigang Zeng:
Robust stability analysis of interval fuzzy Cohen-Grossberg neural networks with piecewise constant argument of generalized type. Neural Networks 33: 32-41 (2012) - [j31]Ailong Wu, Zhigang Zeng:
Dynamic behaviors of memristor-based recurrent neural networks with time-varying delays. Neural Networks 36: 1-10 (2012) - [j30]Shiping Wen, Zhigang Zeng:
Dynamics Analysis of a Class of Memristor-Based Recurrent Networks with Time-Varying Delays in the Presence of Strong External Stimuli. Neural Process. Lett. 35(1): 47-59 (2012) - [j29]Shiping Wen, Zhigang Zeng, Tingwen Huang:
H∞ Filtering for Neutral Systems With Mixed Delays and Multiplicative Noises. IEEE Trans. Circuits Syst. II Express Briefs 59-II(11): 820-824 (2012) - [j28]Zhigang Zeng, Wei Xing Zheng:
Multistability of Neural Networks With Time-Varying Delays and Concave-Convex Characteristics. IEEE Trans. Neural Networks Learn. Syst. 23(2): 293-305 (2012) - [j27]Ailong Wu, Zhigang Zeng:
Exponential Stabilization of Memristive Neural Networks With Time Delays. IEEE Trans. Neural Networks Learn. Syst. 23(12): 1919-1929 (2012) - [c27]Cheng Lian, Zhigang Zeng, Wei Yao, Huiming Tang:
Displacement Prediction Model of Landslide Based on Ensemble of Extreme Learning Machine. ICONIP (4) 2012: 240-247 - [c26]Huangqiong Chen, Zhigang Zeng, Huiming Tang:
Study on Landslide Deformation Prediction Based on Recurrent Neural Network under the Function of Rainfall. ICONIP (4) 2012: 683-690 - [c25]Yang Xiao, Fei Long, Zhigang Zeng:
Adaptive Backstepping Neural Control for Switched Nonlinear Stochastic System with Time-Delay Based on Extreme Learning Machine. ICONIP (5) 2012: 713-721 - [c24]Shiping Wen, Zhigang Zeng, Tingwen Huang:
Passivity and passification for a class of singularly perturbed nonlinear systems via neural networks. IJCNN 2012: 1-6 - [c23]Ailong Wu, Zhigang Zeng:
Dynamic behaviors of hybrid Lotka-Volterra recurrent neural networks with memristor characteristics. IJCNN 2012: 1-8 - [c22]Zhigang Zeng, Wei Xing Zheng:
A study of exponential stability of multiple equilibria in delayed recurrent neural networks. ISCAS 2012: 2083-2086 - [e6]Tingwen Huang, Zhigang Zeng, Chuandong Li, Chi-Sing Leung:
Neural Information Processing - 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part I. Lecture Notes in Computer Science 7663, Springer 2012, ISBN 978-3-642-34474-9 [contents] - [e5]Tingwen Huang, Zhigang Zeng, Chuandong Li, Chi-Sing Leung:
Neural Information Processing - 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part II. Lecture Notes in Computer Science 7664, Springer 2012, ISBN 978-3-642-34480-0 [contents] - [e4]Tingwen Huang, Zhigang Zeng, Chuandong Li, Chi-Sing Leung:
Neural Information Processing - 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part III. Lecture Notes in Computer Science 7665, Springer 2012, ISBN 978-3-642-34486-2 [contents] - [e3]Tingwen Huang, Zhigang Zeng, Chuandong Li, Chi-Sing Leung:
Neural Information Processing - 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part IV. Lecture Notes in Computer Science 7666, Springer 2012, ISBN 978-3-642-34477-0 [contents] - [e2]Tingwen Huang, Zhigang Zeng, Chuandong Li, Chi-Sing Leung:
Neural Information Processing - 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part V. Lecture Notes in Computer Science 7667, Springer 2012, ISBN 978-3-642-34499-2 [contents] - 2011
- [j26]Qi Luo, Zhigang Zeng, Xiaoxin Liao:
Global exponential stability in Lagrange sense for neutral type recurrent neural networks. Neurocomputing 74(4): 638-645 (2011) - [j25]Ailong Wu, Zhigang Zeng, Chaojin Fu, Wenwen Shen:
Global exponential stability in Lagrange sense for periodic neural networks with various activation functions. Neurocomputing 74(5): 831-837 (2011) - [j24]Ailong Wu, Zhigang Zeng, Xusheng Zhu, Jine Zhang:
Exponential synchronization of memristor-based recurrent neural networks with time delays. Neurocomputing 74(17): 3043-3050 (2011) - [j23]Zeng-Guang Hou, Long Cheng, Zhigang Zeng, Min Tan:
Editorial to special issue: Biomedical engineering: information processing, modeling, and control. Neural Comput. Appl. 20(8): 1129-1130 (2011) - 2010
- [j22]Qi Luo, Xiaoxin Liao, Zhigang Zeng:
Sufficient and necessary conditions for Lyapunov stability of Lorenz system and their application. Sci. China Inf. Sci. 53(8): 1574-1583 (2010) - [j21]Zhigang Zeng, Haibo He:
Special Issue Editorial: Advances in Computational Intelligence and Applications. Cogn. Comput. 2(4): 255-256 (2010) - [j20]Zhigang Zeng, Tingwen Huang, Wei Xing Zheng:
Multistability of recurrent neural networks with time-varying delays and the piecewise linear activation function. IEEE Trans. Neural Networks 21(8): 1371-1377 (2010)
2000 – 2009
- 2009
- [j19]Tingwen Huang, Chuandong Li, Zhigang Zeng:
A domain attraction criterion for interval fuzzy neural networks. Comput. Math. Appl. 58(3): 508-513 (2009) - [j18]Zeng-Guang Hou, Zhigang Zeng, Changyin Sun:
Editorial to special issue: computational intelligence for optimization, modeling and control. Neural Comput. Appl. 18(5): 407-408 (2009) - [j17]Zhigang Zeng, Jun Wang:
Associative memories based on continuous-time cellular neural networks designed using space-invariant cloning templates. Neural Networks 22(5-6): 651-657 (2009) - [c21]Zhigang Zeng, Jun Wang, Tingwen Huang:
Global Exponential Stability of Recurrent Neural Networks with Time-Dependent Switching Dynamics. ICANN (2) 2009: 583-592 - [c20]Tingwen Huang, Zhigang Zeng:
Robust Stability of Fuzzy Cohen-Grossberg Neural Networks with Delays. ICONIP (1) 2009: 194-203 - [c19]Zhigang Zeng, Jun Wang:
Analysis and design of associative memories based on cellular neural networks with space-invariant cloning templates. IJCNN 2009: 3504-3511 - [c18]Zhigang Zeng, Jun Wang:
Analysis and synthesis of associative memories based on Brain-State-in-a-Box neural networks. IJCNN 2009: 3512-3519 - [c17]Zhigang Zeng, Jiawei Ye:
Multi-step Predictions for Vertical Displacement of Wave Compensating Platform Based on ELMAN Neural Network. PACCS 2009: 555-558 - [e1]Hongwei Wang, Yi Shen, Tingwen Huang, Zhigang Zeng:
The Sixth International Symposium on Neural Networks, ISNN 2009, Wuhan, China, May 26-29, 2009, Proceedings, Part IV. Advances in Intelligent and Soft Computing 56, Springer 2009, ISBN 978-3-642-01215-0 [contents] - 2008
- [j16]Zhigang Zeng, Pei Yu, Xiaoxin Liao:
A New Comparison Method for Stability Theory of Differential Systems with Time-Varying Delays. Int. J. Bifurc. Chaos 18(1): 169-186 (2008) - [j15]Wei Wu, Baotong Cui, Zhigang Zeng:
Improved Sufficient Conditions for Global Exponential Stability of Recurrent Neural Networks with Distributed Delays. Int. J. Bifurc. Chaos 18(7): 2029-2037 (2008) - [j14]Xiaoxin Liao, Qi Luo, Zhigang Zeng:
Positive invariant and global exponential attractive sets of neural networks with time-varying delays. Neurocomputing 71(4-6): 513-518 (2008) - [j13]Zhigang Zeng, Jun Wang:
Design and Analysis of High-Capacity Associative Memories Based on a Class of Discrete-Time Recurrent Neural Networks. IEEE Trans. Syst. Man Cybern. Part B 38(6): 1525-1536 (2008) - [c16]Jian Fu, Qing Liu, Xinmin Zhou, Kui Xiang, Zhigang Zeng:
An adaptive variable strategy pareto differential evolution algorithm for multi-objective optimization. IEEE Congress on Evolutionary Computation 2008: 648-652 - [c15]Zhigang Zeng, Huangqiong Chen, Shiping Wen:
Global exponential stability of recurrent neural networks with pure time-varying delays. IJCNN 2008: 887-892 - [c14]Xiaolin Hu, Zhigang Zeng, Bo Zhang:
Three Global Exponential Convergence Results of the GPNN for Solving Generalized Linear Variational Inequalities. ISNN (1) 2008: 309-318 - [c13]Shiping Wen, Zhigang Zeng, Lingfa Zeng:
Robust Stability of Switched Recurrent Neural Networks with Discrete and Distributed Delays under Uncertainty. ISNN (2) 2008: 720-729 - 2007
- [j12]Zhigang Zeng, Jun Wang:
Analysis and Design of Associative Memories Based on Recurrent Neural Networks with Linear Saturation Activation Functions and Time-Varying Delays. Neural Comput. 19(8): 2149-2182 (2007) - [c12]Zhigang Zeng:
Analysis of Global Convergence and Learning Parameters of the Back-Propagation Algorithm for Quadratic Functions. ICIC (2) 2007: 7-13 - [c11]Qiuxiang Deng, Zhigang Zeng:
Implementation of Multi-valued Logic Based on Bi-threshold Neural Networks. ISNN (2) 2007: 575-582 - 2006
- [j11]Zhigang Zeng, Jun Wang:
Multiperiodicity and Exponential Attractivity Evoked by Periodic External Inputs in Delayed Cellular Neural Networks. Neural Comput. 18(4): 848-870 (2006) - [j10]Zhigang Zeng, Jun Wang:
Global exponential stability of recurrent neural networks with time-varying delays in the presence of strong external stimuli. Neural Networks 19(10): 1528-1537 (2006) - [j9]Zhigang Zeng, Jun Wang:
Complete stability of cellular neural networks with time-varying delays. IEEE Trans. Circuits Syst. I Regul. Pap. 53-I(4): 944-955 (2006) - [j8]Zhigang Zeng, Jun Wang:
Improved conditions for global exponential stability of recurrent neural networks with time-varying delays. IEEE Trans. Neural Networks 17(3): 623-635 (2006) - [j7]Zhigang Zeng, Jun Wang:
Multiperiodicity of Discrete-Time Delayed Neural Networks Evoked by Periodic External Inputs. IEEE Trans. Neural Networks 17(5): 1141-1151 (2006) - [c10]Qiuxiang Deng, Zhigang Zeng:
Robust Control for a Class of Uncertain Neural Networks with Time-Delays on States and Inputs. ICIC (1) 2006: 445-450 - [c9]Zhigang Zeng, Jun Wang:
Synthesis of Bipolar Associative Memories Based on Cellular Neural Networks with Two-dimensional Space-invariant Templates. IJCNN 2006: 1015-1020 - [c8]Xiaoxin Liao, Zhigang Zeng:
Global Exponential Stability in Lagrange Sense of Continuous-Time Recurrent Neural Networks. ISNN (1) 2006: 115-121 - [c7]Zhigang Zeng, Jun Wang:
Associative Memories Based on Discrete-Time Cellular Neural Networks with One-Dimensional Space-Invariant Templates. ISNN (1) 2006: 824-829 - 2005
- [j6]Zhigang Zeng, De-Shuang Huang, Zengfu Wang:
Global Stability of a General Class of Discrete-Time Recurrent Neural Networks. Neural Process. Lett. 22(1): 33-47 (2005) - [j5]Zhigang Zeng, Jun Wang, Xiaoxin Liao:
Global asymptotic stability and global exponential stability of neural networks with unbounded time-varying delays. IEEE Trans. Circuits Syst. II Express Briefs 52-II(3): 168-173 (2005) - [j4]Xiaoxin Liao, Jun Wang, Zhigang Zeng:
Global asymptotic stability and global exponential stability of delayed cellular neural networks. IEEE Trans. Circuits Syst. II Express Briefs 52-II(7): 403-409 (2005) - [c6]Zhigang Zeng, Chaojin Fu:
Blind Extraction of Singularly Mixed Source Signals. ICNC (1) 2005: 664-667 - [c5]Zhigang Zeng, Boshan Chen, Zengfu Wang:
Globally Attractive Periodic State of Discrete-Time Cellular Neural Networks with Time-Varying Delays. ISNN (1) 2005: 282-287 - 2004
- [j3]Xiaoxin Liao, Xuerong Mao, Jun Wang, Zhigang Zeng:
Algebraic conditions of stability for hopfield neural network. Sci. China Ser. F Inf. Sci. 47(1): 113-125 (2004) - [j2]Zhigang Zeng, De-Shuang Huang, Zengfu Wang:
Attractability and location of equilibrium point of cellular neural networks with time-varying delays. Int. J. Neural Syst. 14(5): 337-345 (2004) - [j1]Zhigang Zeng, Jun Wang, Xiaoxin Liao:
Stability analysis of delayed cellular neural networks described using cloning templates. IEEE Trans. Circuits Syst. I Regul. Pap. 51-I(11): 2313-2324 (2004) - [c4]Zhigang Zeng, Zengfu Wang, De-Shuang Huang:
Global exponential stability of delayed Cohen-Grossberg neural networks. ICARCV 2004: 2254-2257 - [c3]Zhigang Zeng, De-Shuang Huang, Zengfu Wang:
Global Convergence of Steepest Descent for Quadratic Functions. IDEAL 2004: 672-677 - [c2]Zhigang Zeng, De-Shuang Huang, Zengfu Wang:
Stability Analysis of Discrete-Time Cellular Neural Networks. ISNN (1) 2004: 114-119 - [c1]Zhigang Zeng, De-Shuang Huang, Zengfu Wang:
Pattern Recognition Based on Stability of Discrete Time Cellular Neural Networks. ISNN (1) 2004: 1008-1014
Coauthor Index
[j448] [j447] [j426] [j413] [j412] [j374] [j365] [j327] [j326] [j315] [j302] [j300] [j296] [j293] [j287] [j281] [j277] [j276] [j273] [j255] [j251] [j218] [j216] [j200] [j199] [j193] [j187] [j185] [j182] [j178] [j174] [c53] [j166] [j165] [j164] [j158] [j157] [j150] [j142] [j138] [c50] [c48] [j130] [j129] [j124] [j120] [j115] [j114] [j113] [c45] [j110] [j99] [j96] [c42] [j84] [j83] [j81] [j78] [j77] [j75] [j74] [j64] [j56] [j55] [j54] [c39] [c32] [c31] [j52] [j48] [j45] [j44] [j43] [j41] [j40] [j34] [j29] [c24] [e6] [e5] [e4] [e3] [e2] [j20] [j19] [c21] [c20] [e1]
[j461] [j452] [j449] [j444] [j442] [j440] [j439] [j437] [j436] [j434] [j428] [j423] [j421] [i22] [j408] [j401] [j386] [j376] [j375] [j371] [j369] [c64] [i20] [i19] [i15] [i14] [i13] [j336] [j335] [j311] [i10] [i7] [i6] [i5] [i4] [j295] [j278] [j275] [j232] [j226] [j225] [c57] [c56] [j186] [j172] [j168] [j145] [j144] [j133] [j123] [j121] [c47] [c43] [c37]
[j407] [j267] [j256] [j251] [j234] [j200] [j199] [j197] [j193] [j187] [j185] [j174] [j167] [j166] [j165] [j164] [j158] [j157] [j150] [j146] [j142] [c50] [c48] [j130] [j120] [j115] [j114] [j113] [c45] [j110] [j109] [j104] [j99] [j97] [j96] [j95] [j84] [j83] [j78] [j77] [j75] [j56] [j55] [j54] [c36] [j52] [j48] [j46] [j45] [j44] [j43] [j41] [j40] [j37] [j34] [j33] [j32] [j30] [j29] [c24] [c15] [c13]
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