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ORCIDKeith M. Chugg
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- affiliation: University of Southern California, Los Angeles, USA
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2020 – today
- 2024
[c45]Hassan Hamad, Abhinav Kumar Thakur, Nijil Kolleri, Sujith Pulikodan, Keith M. Chugg:
FIRE: A Dataset for Financial Relation Extraction. NAACL-HLT (Findings) 2024: 3628-3642- 2022
- [j30]Daniel Beauchamp
, Keith M. Chugg:
Analysis and Calibration for Wideband Times-2 Interleaved Current-Steering DACs. IEEE Trans. Circuits Syst. I Regul. Pap. 69(11): 4429-4442 (2022) - [c44]William Chang, Hassan Hamad, Keith M. Chugg:
Approximation Capabilities of Neural Networks using Morphological Perceptrons and Generalizations. IEEECONF 2022: 770-776 - [c43]Daniel Beauchamp, Keith M. Chugg:
Improved Analysis of Current-Steering DACs Using Equivalent Timing Errors. ISCAS 2022: 1435-1439 - [i14]William Chang, Hassan Hamad, Keith M. Chugg:
Approximation Capabilities of Neural Networks using Morphological Perceptrons and Generalizations. CoRR abs/2207.07832 (2022) - 2021
- [j29]Sourya Dey, Sara Babakniya, Saikrishna C. Kanala, Marco Paolieri, Leana Golubchik, Peter A. Beerel, Keith M. Chugg:
Deep-n-Cheap: An Automated Efficient and Extensible Search Framework for Cost-Effective Deep Learning. SN Comput. Sci. 2(4): 265 (2021) - [c42]Daniel Beauchamp, Keith M. Chugg:
Linearization for High-Speed Current-Steering DACs Using Neural Networks. LASCAS 2021: 1-4 - [c41]Mengkun Ji, Keith M. Chugg:
Analysis of the Average Sampling Frequency for Level Crossing Analog-to-Digital Converters. MILCOM 2021: 121-126 - 2020
- [j28]Souvik Kundu, Mahdi Nazemi, Massoud Pedram, Keith M. Chugg, Peter A. Beerel:
Pre-Defined Sparsity for Low-Complexity Convolutional Neural Networks. IEEE Trans. Computers 69(7): 1045-1058 (2020) - [c40]Sourya Dey, Saikrishna C. Kanala, Keith M. Chugg, Peter A. Beerel:
Deep-n-Cheap: An Automated Search Framework for Low Complexity Deep Learning. ACML 2020: 273-288 - [c39]Arnab Sanyal, Peter A. Beerel, Keith M. Chugg:
Neural Network Training with Approximate Logarithmic Computations. ICASSP 2020: 3122-3126 - [i13]Souvik Kundu, Mahdi Nazemi, Massoud Pedram, Keith M. Chugg, Peter A. Beerel:
Pre-defined Sparsity for Low-Complexity Convolutional Neural Networks. CoRR abs/2001.10710 (2020) - [i12]Sourya Dey, Saikrishna C. Kanala, Keith M. Chugg, Peter A. Beerel:
Deep-n-Cheap: An Automated Search Framework for Low Complexity Deep Learning. CoRR abs/2004.00974 (2020)
2010 – 2019
- 2019
- [j27]Sourya Dey, Kuan-Wen Huang, Peter A. Beerel, Keith M. Chugg:
Pre-Defined Sparse Neural Networks With Hardware Acceleration. IEEE J. Emerg. Sel. Topics Circuits Syst. 9(2): 332-345 (2019) - [c38]Souvik Kundu, Saurav Prakash, Haleh Akrami, Peter A. Beerel, Keith M. Chugg:
pSConv: A Pre-defined S parse Kernel Based Convolution for Deep CNNs. Allerton 2019: 100-107 - [c37]Daniel Beauchamp, Keith M. Chugg:
Machine Learning Based Image Calibration for a Twofold Time-Interleaved High Speed DAC. MWSCAS 2019: 908-912 - [i11]Daniel Beauchamp, Keith M. Chugg:
Machine Learning Based Image Calibration for a Twofold Time-Interleaved High Speed DAC. CoRR abs/1909.00317 (2019) - [i10]Souvik Kundu, Saurav Prakash, Haleh Akrami, Peter A. Beerel, Keith M. Chugg:
A Pre-defined Sparse Kernel Based Convolution for Deep CNNs. CoRR abs/1910.00724 (2019) - [i9]Arnab Sanyal, Peter A. Beerel, Keith M. Chugg:
Neural Network Training with Approximate Logarithmic Computations. CoRR abs/1910.09876 (2019) - 2018
- [c36]Sourya Dey, Keith M. Chugg, Peter A. Beerel:
Morse Code Datasets for Machine Learning. ICCCNT 2018: 1-7 - [c35]Sourya Dey, Kuan-Wen Huang, Peter A. Beerel, Keith M. Chugg:
Characterizing Sparse Connectivity Patterns in Neural Networks. ITA 2018: 1-9 - [c34]Sourya Dey, Diandian Chen, Zongyang Li, Souvik Kundu, Kuan-Wen Huang, Keith M. Chugg, Peter A. Beerel:
A Highly Parallel FPGA Implementation of Sparse Neural Network Training. ReConFig 2018: 1-4 - [i8]Sourya Dey, Diandian Chen, Zongyang Li, Souvik Kundu, Kuan-Wen Huang, Keith M. Chugg, Peter A. Beerel:
A Highly Parallel FPGA Implementation of Sparse Neural Network Training. CoRR abs/1806.01087 (2018) - [i7]Sourya Dey, Keith M. Chugg, Peter A. Beerel:
Morse Code Datasets for Machine Learning. CoRR abs/1807.04239 (2018) - [i6]Sourya Dey, Kuan-Wen Huang, Peter A. Beerel, Keith M. Chugg:
Pre-Defined Sparse Neural Networks with Hardware Acceleration. CoRR abs/1812.01164 (2018) - 2017
- [c33]Sourya Dey, Peter A. Beerel, Keith M. Chugg:
Interleaver design for deep neural networks. ACSSC 2017: 1979-1983 - [c32]Sourya Dey, Yinan Shao, Keith M. Chugg, Peter A. Beerel:
Accelerating Training of Deep Neural Networks via Sparse Edge Processing. ICANN (1) 2017: 273-280 - [i5]Sourya Dey, Yinan Shao, Keith M. Chugg, Peter A. Beerel:
Accelerating Training of Deep Neural Networks via Sparse Edge Processing. CoRR abs/1711.01343 (2017) - [i4]Sourya Dey, Kuan-Wen Huang, Peter A. Beerel, Keith M. Chugg:
Characterizing Sparse Connectivity Patterns in Neural Networks. CoRR abs/1711.02131 (2017) - [i3]Sourya Dey, Peter A. Beerel, Keith M. Chugg:
Interleaver Design for Deep Neural Networks. CoRR abs/1711.06935 (2017) - 2016
- [c31]Hang Qiu, Konstantinos Psounis, Giuseppe Caire, Keith M. Chugg, Kaidong Wang:
High-rate WiFi broadcasting in crowded scenarios via lightweight coordination of multiple access points. MobiHoc 2016: 301-310 - 2015
- [j26]Thomas R. Halford, Thomas A. Courtade, Keith M. Chugg, Xiaochen Li, Gautam Thatte:
Energy-Efficient Group Key Agreement for Wireless Networks. IEEE Trans. Wirel. Commun. 14(10): 5552-5564 (2015) - 2013
- [c30]Thomas R. Halford, Thomas A. Courtade, Keith M. Chugg:
Energy-efficient, secure group key agreement for ad hoc networks. CNS 2013: 181-188 - 2012
- [j25]Thomas R. Halford, Keith M. Chugg, Marcus T. Urie:
Conditionally Cycle-Free Graphical Models for Coset Codes. IEEE Trans. Inf. Theory 58(1): 64-77 (2012) - 2011
- [c29]Thomas R. Halford, Keith M. Chugg:
The stability of multihop transport with autonomous cooperation. MILCOM 2011: 1023-1028 - 2010
- [c28]Thomas R. Halford, Keith M. Chugg:
Barrage Relay Networks. ITA 2010: 153-160 - [c27]Thomas R. Halford, Keith M. Chugg, Andreas Polydoros:
Barrage relay networks: System & protocol design. PIMRC 2010: 1133-1138
2000 – 2009
- 2008
- [j24]Thomas R. Halford, Keith M. Chugg:
Transactions Letters - Random Redundant Iterative Soft-in Soft-out Decoding. IEEE Trans. Commun. 56(4): 513-517 (2008) - [j23]Thomas R. Halford, Keith M. Chugg:
The Extraction and Complexity Limits of Graphical Models for Linear Codes. IEEE Trans. Inf. Theory 54(9): 3884-3906 (2008) - 2007
- [j22]Achilleas Anastasopoulos, Keith M. Chugg, Giulio Colavolpe, Gianluigi Ferrari, Riccardo Raheli:
Iterative Detection for Channels With Memory. Proc. IEEE 95(6): 1272-1294 (2007) - [j21]Mingrui Zhu, Keith M. Chugg:
Bounds on the Expansion Properties of Tanner Graphs. IEEE Trans. Inf. Theory 53(12): 4834-4841 (2007) - [j20]Pansop Kim, Keith M. Chugg:
Capacity for suboptimal receivers for coded multiple-input multiple-output systems. IEEE Trans. Wirel. Commun. 6(9): 3306-3314 (2007) - [c26]Thomas R. Halford, Keith M. Chugg:
Conditionally Cycle-Free Generalized Tanner Graphs: Theory and Application to High-Rate Serially Concatenated Codes. ISIT 2007: 1881-1885 - 2006
- [j19]Thomas R. Halford, Keith M. Chugg:
An algorithm for counting short cycles in bipartite graphs. IEEE Trans. Inf. Theory 52(1): 287-292 (2006) - [j18]Thomas R. Halford, Alex J. Grant, Keith M. Chugg:
Which Codes Have 4-Cycle-Free Tanner Graphs? IEEE Trans. Inf. Theory 52(9): 4219-4223 (2006) - [j17]On Wa Yeung, Keith M. Chugg:
An Iterative Algorithm and Low Complexity Hardware Architecture for Fast Acquisition of Long PN Codes in UWB Systems. J. VLSI Signal Process. 43(1): 25-42 (2006) - [c25]Thomas R. Halford, Keith M. Chugg, Alex J. Grant:
Which Codes Have 4-Cycle-Free Tanner Graphs? ISIT 2006: 871-875 - [c24]Yuan-Sheng Cheng, Michael J. Neely, Keith M. Chugg:
Iterative Message Passing Algorithm for Bipartite Maximum Weighted Matching. ISIT 2006: 1934-1938 - [c23]Thomas R. Halford, Keith M. Chugg:
Random Redundant Soft-In Soft-Out Decoding of Linear Block Codes. ISIT 2006: 2230-2234 - [i2]Thomas R. Halford, Keith M. Chugg:
The Extraction and Complexity Limits of Graphical Models for Linear Codes. CoRR abs/cs/0611089 (2006) - [i1]Thomas R. Halford, Keith M. Chugg:
Conditionally Cycle-Free Generalized Tanner Graphs: Theory and Application to High-Rate Serially Concatenated Codes. CoRR abs/cs/0611097 (2006) - 2005
- [j16]Keith M. Chugg, Mingrui Zhu:
A new approach to rapid PN code acquisition using iterative message passing techniques. IEEE J. Sel. Areas Commun. 23(5): 884-897 (2005) - [j15]Jun Heo, Keith M. Chugg:
Optimization of scaling soft information in iterative decoding via density evolution methods. IEEE Trans. Commun. 53(6): 957-961 (2005) - [j14]Orhan Coskun, Keith M. Chugg:
Combined Coding and Training for Unknown ISI Channels. IEEE Trans. Commun. 53(8): 1310-1322 (2005) - [j13]Thomas R. Halford, V. Ponnampalam, Alexander J. Grant, Keith M. Chugg:
Soft-in soft-out decoding of Reed-Solomon codes based on Vardy and Be'ery's decomposition. IEEE Trans. Inf. Theory 51(12): 4363-4368 (2005) - [c22]Chun-Hsuan Kuo, Keith M. Chugg:
The capacity of constant envelope, continuous phase signals over AWGN channel under Carson's rule bandwidth constraint. ICC 2005: 2179-2183 - [c21]Pansop Kim, Keith M. Chugg:
Capacity of Suboptimal Decoders for Coded Multiple-Input Multiple-Output Systems. ISWCS 2005: 13-17 - [c20]Pansop Kim, Keith M. Chugg:
Complex Linear STBCs with Multiple Rates. ISWCS 2005: 421-425 - 2004
- [c19]Yuankai Wang, Reza Omrani, Keith M. Chugg, P. Vijay Kumar:
Low-density parity-check space-time codes: performance analysis and code construction. ISIT 2004: 156 - 2003
- [j12]Gianluigi Ferrari, Keith M. Chugg:
Linear programming-based optimization of the distance spectrum of linear block codes. IEEE Trans. Inf. Theory 49(7): 1794-1800 (2003) - [j11]Hsiao-feng Lu, Yuankai Wang, P. Vijay Kumar, Keith M. Chugg:
Remarks on space-time codes including a new lower bound and an improved code. IEEE Trans. Inf. Theory 49(10): 2752-2757 (2003) - [c18]Phunsak Thiennviboon, Antonio Ortega, Keith M. Chugg:
Model-based digital image halftoning using iterative reduced-complexity grid message-passing algorithm. Color Imaging: Processing, Hardcopy, and Applications 2003: 419-430 - [c17]Durai Thirupathi, Keith M. Chugg:
Construction of coset-based low rate convolutional codes and their application to rate turbo-like code design. ICC 2003: 2723-2727 - 2002
- [c16]Durai Thirupathi, Keith M. Chugg:
A simple construction of low rate convolutional codes with application to low rate turbo-like code design. GLOBECOM 2002: 1305-1309 - [c15]Phunsak Thiennviboon, Gianluigi Ferrari, Keith M. Chugg:
Generalized trellis-based reduced-state soft-input/soft-output algorithms. ICC 2002: 1667-1671 - [c14]Hsiao-feng Lu, Yuankai Wang, P. Vijay Kumar, Keith M. Chugg:
On the performance of space-time codes. ITW 2002: 49-52 - 2001
- [j10]Anders A. Hansson, Keith M. Chugg, Tor Aulin:
On forward-adaptive versus forward/backward-adaptive SISO algorithms for Rayleigh fading channels. IEEE Commun. Lett. 5(12): 477-479 (2001) - [j9]Peter A. Beerel, Keith M. Chugg:
A low latency SISO with application to broadband turbo decoding. IEEE J. Sel. Areas Commun. 19(5): 860-870 (2001) - [j8]Keith M. Chugg, Achilleas Anastasopoulos:
On symbol error probability bounds for ISI-like channels. IEEE Trans. Commun. 49(10): 1704-1709 (2001) - [j7]Achilleas Anastasopoulos, Keith M. Chugg:
Adaptive iterative detection for phase tracking in turbo-coded systems. IEEE Trans. Commun. 49(12): 2135-2144 (2001) - [c13]Kyuhyuk Chung, Keith M. Chugg, Jun Heo:
Reduced state adaptive SISO algorithms for serially concatenated CPM over frequency-selective fading channels. GLOBECOM 2001: 1162-1166 - [c12]Durai Thirupathi, Keith M. Chugg:
On the smoothing of trellis coded quantization. GLOBECOM 2001: 1426-1429 - [c11]A. Robert Golshan, Keith M. Chugg:
A reduced complexity algorithm for iterative multiuser detection and decoding of asynchronous users. ICC 2001: 847-851 - [c10]Guangcai Zhou, Yuankai Wang, Zhen Zhang, Keith M. Chugg:
On space-time convolutional codes for PSK modulation. ICC 2001: 1122-1126 - [c9]Phunsak Thiennviboon, Antonio Ortega, Keith M. Chugg:
Simplified grid message-passing algorithm with application to digital image halftoning. ICIP (2) 2001: 1061-1064 - 2000
- [j6]Achilleas Anastasopoulos, Keith M. Chugg:
Adaptive soft-input soft-output algorithms for iterative detection with parametric uncertainty. IEEE Trans. Commun. 48(10): 1638-1649 (2000) - [c8]Xiaopeng Chen, Keith M. Chugg:
Reduced-State Soft-Input/Soft-Output Algorithms for Complexity Reduction in Iterative and Non-Iterative Data Detection. ICC (1) 2000: 6-10 - [c7]Jun Heo, Keith M. Chugg, Achilleas Anastasopoulos:
A Comparison of Forward-Only and Bi-Directional Fixed-Lag Adaptive SISOs. ICC (3) 2000: 1660-1664 - [c6]Jun Heo, Keith M. Chugg:
Adaptive iterative detection for turbo codes on flat fading channels. WCNC 2000: 134-139
1990 – 1999
- 1999
- [j5]Gent Paparisto, Keith M. Chugg:
PSP array processing for multipath fading channels. IEEE Trans. Commun. 47(4): 504-507 (1999) - 1998
- [j4]Keith M. Chugg:
Blind acquisition characteristics of PSP-based sequence detectors. IEEE J. Sel. Areas Commun. 16(8): 1518-1529 (1998) - [j3]Keith M. Chugg:
The condition for the applicability of the Viterbi algorithm with implications for fading channel MLSD. IEEE Trans. Commun. 46(9): 1112-1116 (1998) - [c5]Keith M. Chugg, Xiaopeng Chen:
Efficient architectures for soft-output algorithms. ICC 1998: 126-130 - [c4]Gent Paparisto, Keith M. Chugg:
The performance of adaptive MLSD for frequency-selective channels with array measurements. ICC 1998: 743-747 - [c3]Xiaopeng Chen, Keith M. Chugg:
Near-optimal data detection for two-dimensional ISI/AWGN channels using concatenated modeling and iterative algorithms. ICC 1998: 952-956 - [c2]Achilleas Anastasopoulos, Keith M. Chugg:
TCM for frequency-selective, interleaved fading channels using joint diversity combining. ICC 1998: 1340-1344 - [c1]Keith M. Chugg, Xiaopeng Chen, Antonio Ortega, Cheng-Wei Chang:
An Iterative Algorithm for Two-Dimensional Digital Least Metric Problems with Applications to Digital Image Compression. ICIP (2) 1998: 722-726 - 1996
- [j2]Keith M. Chugg, Andreas Polydoros:
MLSE for an unknown channel .I. Optimality considerations. IEEE Trans. Commun. 44(7): 836-846 (1996) - [j1]Keith M. Chugg, Andreas Polydoros:
MLSE for an unknown channel. II. Tracking performance. IEEE Trans. Commun. 44(8): 949-958 (1996)
Coauthor Index
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