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ORCIDNeural Computation, Volume 18
Volume 18, Number 1, January 2006
- Walter W. Focke:
Mixture Models Based on Neural Network Averaging. 1-9
- Roberto Fdez. Galán
, Marcel Weidert, Randolf Menzel, Andreas V. M. Herz, C. Giovanni Galizia:
Sensory Memory for Odors Is Encoded in Spontaneous Correlated Activity Between Olfactory Glomeruli. 10-25 - Paul T. Clark, Mark C. W. van Rossum:
The Optimal Synapse for Sparse, Binary Signals in the Rod Pathway. 26-44 - Naoki Masuda:
Simultaneous Rate-Synchrony Codes in Populations of Spiking Neurons. 45-59 - Hédi Soula, Guillaume Beslon, Olivier Mazet:
Spontaneous Dynamics of Asymmetric Random Recurrent Spiking Neural Networks. 60-79 - Wei Wu, Yun Gao, Elie Bienenstock, John P. Donoghue, Michael J. Black:
Bayesian Population Decoding of Motor Cortical Activity Using a Kalman Filter. 80-118 - Yael Eisenthal, Gideon Dror, Eytan Ruppin:
Facial Attractiveness: Beauty and the Machine. 119-142 - Arnulf B. A. Graf, Felix A. Wichmann, Heinrich H. Bülthoff, Bernhard Schölkopf:
Classification of Faces in Man and Machine. 143-165 - Md. Nurul Haque Mollah, Mihoko Minami, Shinto Eguchi:
Exploring Latent Structure of Mixture ICA Models by the Minimum ß-Divergence Method. 166-190 - Kun Zhang, Lai-Wan Chan:
An Adaptive Method for Subband Decomposition ICA. 191-223 - Yang Ge, Wenxin Jiang:
On Consistency of Bayesian Inference with Mixtures of Logistic Regression. 224-243
Volume 18, Number 2, February 2006
- Eugene M. Izhikevich:
Polychronization: Computation with Spikes. 245-282
- Randall C. O'Reilly, Michael Joshua Frank:
Making Working Memory Work: A Computational Model of Learning in the Prefrontal Cortex and Basal Ganglia. 283-328 - David T. Westwick, Eric A. Pohlmeyer, Sara A. Solla, Lee E. Miller, Eric J. Perreault:
Identification of Multiple-Input Systems with Highly Coupled Inputs: Application to EMG Prediction from Multiple Intracortical Electrodes. 329-355 - Thomas Burwick:
Oscillatory Networks: Pattern Recognition Without a Superposition Catastrophe. 356-380 - Simon Osindero, Max Welling, Geoffrey E. Hinton:
Topographic Product Models Applied to Natural Scene Statistics. 381-414 - Michael S. Falconbridge, Robert L. Stamps, David R. Badcock:
A Simple Hebbian/Anti-Hebbian Network Learns the Sparse, Independent Components of Natural Images. 415-429 - Marc M. Van Hulle:
Differential Log Likelihood for Evaluating and Learning Gaussian Mixtures. 430-445 - Thomas Villmann, Jens Christian Claussen:
Magnification Control in Self-Organizing Maps and Neural Gas. 446-469 - Di Huang, Tommy W. S. Chow:
Enhancing Density-Based Data Reduction Using Entropy. 470-495
Volume 18, Number 3, March 2006
- Benjamin J. Balas, Pawan Sinha:
Receptive Field Structures for Recognition. 497-520 - Yingwei Yu, Yoonsuck Choe:
A Neural Model of the Scintillating Grid Illusion: Disinhibition and Self-Inhibition in Early Vision. 521-544 - Hiroyuki Nakahara, Shun-ichi Amari, Barry J. Richmond:
A Comparison of Descriptive Models of a Single Spike Train by Information-Geometric Measure. 545-568 - Antonino Casile, Michele Rucci:
A Theoretical Analysis of the Influence of Fixational Instability on the Development of Thalamocortical Connectivity. 569-590 - Peter Tiño, Ashley J. S. Mills:
Learning Beyond Finite Memory in Recurrent Networks of Spiking Neurons. 591-613 - Jesús M. Cortés, Joaquín J. Torres, Joaquín Marro, Pedro L. Garrido, Hilbert J. Kappen:
Effects of Fast Presynaptic Noise in Attractor Neural Networks. 614-633 - Alexander Lerchner, Cristina Ursta, John Hertz, Mandana Ahmadi, Pauline Ruffiot, Søren Enemark:
Response Variability in Balanced Cortical Networks. 634-659 - Melchi M. Michel, Robert A. Jacobs:
The Costs of Ignoring High-Order Correlations in Populations of Model Neurons. 660-682 - Wenlian Lu, Tianping Chen:
Dynamical Behaviors of Delayed Neural Network Systems with Discontinuous Activation Functions. 683-708 - Xiao-Long Zhu, Xian-Da Zhang, Ji-Min Ye:
A Generalized Contrast Function and Stability Analysis for Overdetermined Blind Separation of Instantaneous Mixtures. 709-728 - Sean Psujek, Jeffrey C. Ames, Randall D. Beer:
Connection and Coordination: The Interplay Between Architecture and Dynamics in Evolved Model Pattern Generators. 729-747
Volume 18, Number 4, April 2006
- Nicola Ancona, Sebastiano Stramaglia:
An Invariance Property of Predictors in Kernel-Induced Hypothesis Spaces. 749-759
- Sen Cheng, Philip N. Sabes:
Modeling Sensorimotor Learning with Linear Dynamical Systems. 760-793 - Soyoun Kim, Benjamin H. Singer, Michal Zochowski:
Changing Roles for Temporal Representation of Odorant During the Oscillatory Response of the Olfactory Bulb. 794-816 - Willy Govaerts, Bart Sautois:
Computation of the Phase Response Curve: A Direct Numerical Approach. 817-847 - Zhigang Zeng, Jun Wang:
Multiperiodicity and Exponential Attractivity Evoked by Periodic External Inputs in Delayed Cellular Neural Networks. 848-870 - Matthias S. Keil:
Smooth Gradient Representations as a Unifying Account of Chevreul's Illusion, Mach Bands, and a Variant of the Ehrenstein Disk. 871-903 - Christian Leibold, Richard Kempter:
Memory Capacity for Sequences in a Recurrent Network with Biological Constraints. 904-941 - Volker Roth:
Kernel Fisher Discriminants for Outlier Detection. 942-960 - Liefeng Bo, Ling Wang, Licheng Jiao:
Feature Scaling for Kernel Fisher Discriminant Analysis Using Leave-One-Out Cross Validation. 961-978 - Wenming Zheng:
Class-Incremental Generalized Discriminant Analysis. 979-1006
Volume 18, Number 5, May 2006
- Shun-ichi Amari, Hyeyoung Park, Tomoko Ozeki:
Singularities Affect Dynamics of Learning in Neuromanifolds. 1007-1065
- Nicolas Brunel, David Hansel:
How Noise Affects the Synchronization Properties of Recurrent Networks of Inhibitory Neurons. 1066-1110 - Takashi Kanamaru:
Analysis of Synchronization Between Two Modules of Pulse Neural Networks with Excitatory and Inhibitory Connections. 1111-1131 - Marc Toussaint:
A Sensorimotor Map: Modulating Lateral Interactions for Anticipation and Planning. 1132-1155 - Tao Geng, Bernd Porr, Florentin Wörgötter:
A Reflexive Neural Network for Dynamic Biped Walking Control. 1156-1196 - Anne C. Smith, Peter Smith:
A Set Probability Technique for Detecting Relative Time Order Across Multiple Neurons. 1197-1214 - Marcello Pelillo, Andrea Torsello:
Payoff-Monotonic Game Dynamics and the Maximum Clique Problem. 1215-1258
Volume 18, Number 6, June 2006
- Shun-ichi Amari, Hiroyuki Nakahara:
Correlation and Independence in the Neural Code. 1259-1267
- Paul Miller:
Analysis of Spike Statistics in Neuronal Systems with Continuous Attractors or Multiple, Discrete Attractor States. 1268-1317 - Jean-Pascal Pfister, Taro Toyoizumi, David Barber, Wulfram Gerstner:
Optimal Spike-Timing-Dependent Plasticity for Precise Action Potential Firing in Supervised Learning. 1318-1348 - Gleb Basalyga, Emilio Salinas:
When Response Variability Increases Neural Network Robustness to Synaptic Noise. 1349-1379 - Bernd Porr, Florentin Wörgötter:
Strongly Improved Stability and Faster Convergence of Temporal Sequence Learning by Using Input Correlations Only. 1380-1412 - Yakov B. Kazanovich, Roman Borisyuk:
An Oscillatory Neural Model of Multiple Object Tracking. 1413-1440 - Christian Eckes, Jochen Triesch, Christoph von der Malsburg:
Analysis of Cluttered Scenes Using an Elastic Matching Approach for Stereo Images. 1441-1471 - Sepp Hochreiter, Klaus Obermayer:
Support Vector Machines for Dyadic Data. 1472-1510
Volume 18, Number 7, July 2006
- W. Michael Brown, Alex Bäcker:
Optimal Neuronal Tuning for Finite Stimulus Spaces. 1511-1526
- Geoffrey E. Hinton, Simon Osindero, Yee Whye Teh:
A Fast Learning Algorithm for Deep Belief Nets. 1527-1554 - Marcelo A. Montemurro, Stefano Panzeri:
Optimal Tuning Widths in Population Coding of Periodic Variables. 1555-1576 - Kenneth A. Norman, Ehren L. Newman, Greg Detre, Sean Polyn:
How Inhibitory Oscillations Can Train Neural Networks and Punish Competitors. 1577-1610 - Miriam Zacksenhouse, Ehud Ahissar:
Temporal Decoding by Phase-Locked Loops: Unique Features of Circuit-Level Implementations and Their Significance for Vibrissal Information Processing. 1611-1636 - Nathaniel D. Daw, Aaron C. Courville, David S. Touretzky:
Representation and Timing in Theories of the Dopamine System. 1637-1677 - Durga L. Shrestha, Dimitri P. Solomatine:
Experiments with AdaBoost.RT, an Improved Boosting Scheme for Regression. 1678-1710 - Artur S. d'Avila Garcez, Luís C. Lamb:
A Connectionist Computational Model for Epistemic and Temporal Reasoning. 1711-1738
Volume 18, Number 8, August 2006
- Noam Slonim, Nir Friedman, Naftali Tishby:
Multivariate Information Bottleneck. 1739-1789
- Mark A. Girolami, Simon Rogers:
Variational Bayesian Multinomial Probit Regression with Gaussian Process Priors. 1790-1817 - Xing-Bao Gao, Li-Zhi Liao:
A Novel Neural Network for a Class of Convex Quadratic Minimax Problems. 1818-1846 - Arun P. Sripati, Kenneth O. Johnson:
Dynamic Gain Changes During Attentional Modulation. 1847-1867 - Pietro Berkes, Laurenz Wiskott:
On the Analysis and Interpretation of Inhomogeneous Quadratic Forms as Receptive Fields. 1868-1895 - Benjamin Lindner, André Longtin:
Comment on "Characterization of Subthreshold Voltage Fluctuations in Neuronal Membranes, " by M. Rudolph and A. Destexhe. 1896-1931 - Yoshikazu Washizawa, Yukihiko Yamashita:
Kernel Projection Classifiers with Suppressing Features of Other Classes. 1932-1950 - Maoz Shamir, Haim Sompolinsky:
Implications of Neuronal Diversity on Population Coding. 1951-1986 - Miguel Pinzolas, Ana Toledo Moreo, Juan Luís Pedreño:
A Neighborhood-Based Enhancement of the Gauss-Newton Bayesian Regularization Training Method. 1987-2003 - Romain Brette:
Exact Simulation of Integrate-and-Fire Models with Synaptic Conductances. 2004-2027
Volume 18, Number 9, September 2006
- Jie Shao, Tzu-Hsin Tsao, Robert J. Butera:
Bursting Without Slow Kinetics: A Role for a Small World? 2029-2035
- Luís M. Silva, Carlos S. Felgueiras, Luís A. Alexandre, Joaquim Marques de Sá:
Error Entropy in Classification Problems: A Univariate Data Analysis. 2036-2061 - Jayanta Basak:
Online Adaptive Decision Trees: Pattern Classification and Function Approximation. 2062-2101 - Gonzalo G. de Polavieja:
Neuronal Algorithms That Detect the Temporal Order of Events. 2102-2121 - C. P. Unsworth, George G. Coghill:
Excessive Noise Injection Training of Neural Networks for Markerless Tracking in Obscured and Segmented Environments. 2122-2145 - Michelle Rudolph, Alain Destexhe:
Analytical Integrate-and-Fire Neuron Models with Conductance-Based Dynamics for Event-Driven Simulation Strategies. 2146-2210 - Henrik Jacobsson:
The Crystallizing Substochastic Sequential Machine Extractor: CrySSMEx. 2211-2255 - Magteld Zeitler, Pascal Fries, Stan C. A. M. Gielen:
Assessing Neuronal Coherence with Single-Unit, Multi-Unit, and Local Field Potentials. 2256-2281
Volume 18, Number 10, October 2006
- Aapo Hyvärinen:
Consistency of Pseudolikelihood Estimation of Fully Visible Boltzmann Machines. 2283-2292
- Peter Dayan:
Images, Frames, and Connectionist Hierarchies. 2293-2319 - Manu Chhabra, Robert A. Jacobs:
Properties of Synergies Arising from a Theory of Optimal Motor Behavior. 2320-2342 - Omri Barak, Misha Tsodyks:
Recognition by Variance: Learning Rules for Spatiotemporal Patterns. 2343-2358 - Keiji Miura, Masato Okada, Shun-ichi Amari:
Estimating Spiking Irregularities Under Changing Environments. 2359-2386 - Gaby Schneider, Martha N. Havenith, Danko Nikolic:
Spatiotemporal Structure in Large Neuronal Networks Detected from Cross-Correlation. 2387-2413 - Peter A. Appleby, Terry Elliott:
Stable Competitive Dynamics Emerge from Multispike Interactions in a Stochastic Model of Spike-Timing-Dependent Plasticity. 2414-2464 - Lakshminarayan Srinivasan, Uri T. Eden, Alan S. Willsky, Emery N. Brown:
A State-Space Analysis for Reconstruction of Goal-Directed Movements Using Neural Signals. 2465-2494 - Tobias Blaschke, Pietro Berkes, Laurenz Wiskott:
What Is the Relation Between Slow Feature Analysis and Independent Component Analysis? 2495-2508 - Yoshua Bengio, Martin Monperrus, Hugo Larochelle:
Nonlocal Estimation of Manifold Structure. 2509-2528 - Peter Tiño, Igor Farkas, Jort van Mourik:
Dynamics and Topographic Organization of Recursive Self-Organizing Maps. 2529-2567 - Alex Sarishvili, Christina Andersson, Jürgen Franke, Gerald Kroisandt:
On the Consistency of the Blocked Neural Network Estimator in Time Series Analysis. 2568-2581
Volume 18, Number 11, November 2006
- Robert E. Kass, Valérie Ventura:
Spike Count Correlation Increases with Length of Time Interval in the Presence of Trial-to-Trial Variation. 2583-2591
- Liam Paninski:
The Spike-Triggered Average of the Integrate-and-Fire Cell Driven by Gaussian White Noise. 2592-2616 - Dmitri D. Pervouchine, Theoden I. Netoff, Horacio G. Rotstein, John A. White, Mark O. Cunningham, Miles A. Whittington, Nancy Kopell:
Low-Dimensional Maps Encoding Dynamics in Entorhinal Cortex and Hippocampus. 2617-2650 - Ruben Guerrero-Rivera, Abigail Morrison, Markus Diesmann, Tim C. Pearce:
Programmable Logic Construction Kits for Hyper-Real-Time Neuronal Modeling. 2651-2679 - Odelia Schwartz, Terrence J. Sejnowski, Peter Dayan:
Soft Mixer Assignment in a Hierarchical Generative Model of Natural Scene Statistics. 2680-2718 - Maoz Shamir:
The Scaling of Winner-Takes-All Accuracy with Population Size. 2719-2729 - Yuanqing Li, Cuntai Guan:
An Extended EM Algorithm for Joint Feature Extraction and Classification in Brain-Computer Interfaces. 2730-2761 - Wenxin Jiang:
On the Consistency of Bayesian Variable Selection for High Dimensional Binary Regression and Classification. 2762-2776 - Tadayoshi Fushiki, Shingo Horiuchi, Takashi Tsuchiya:
A Maximum Likelihood Approach to Density Estimation with Semidefinite Programming. 2777-2812 - Martin Holena:
Piecewise-Linear Neural Networks and Their Relationship to Rule Extraction from Data. 2813-2853 - Yingfeng Wang, Xiaoqin Zeng, Daniel S. Yeung, Zhihang Peng:
Computation of Madalines' Sensitivity to Input and Weight Perturbations. 2854-2877
Volume 18, Number 12, December 2006
- Niklas Lüdtke, Mark E. Nelson:
Short-Term Synaptic Plasticity Can Enhance Weak Signal Detectability in Nonrenewal Spike Trains. 2879-2916
- Michelle Rudolph, Alain Destexhe:
On the Use of Analytical Expressions for the Voltage Distribution to Analyze Intracellular Recordings. 2917-2922 - Robert J. Calin-Jageman, Paul S. Katz:
A Distributed Computing Tool for Generating Neural Simulation Databases. 2923-2927 - Edin Andelic, Martin Schafföner, Marcel Katz, Sven E. Krüger, Andreas Wendemuth:
Kernel Least-Squares Models Using Updates of the Pseudoinverse. 2928-2935 - Istvan Szita, András Lörincz:
Learning Tetris Using the Noisy Cross-Entropy Method. 2936-2941
- Melissa Dominguez, Suzanna Becker, Ian C. Bruce, Heather L. Read:
A Spiking Neuron Model of Cortical Correlates of Sensorineural Hearing Loss: Spontaneous Firing, Synchrony, and Tinnitus. 2942-2958 - Eduardo Ros, Richard R. Carrillo, Eva M. Ortigosa, Boris Barbour, Rodrigo Agís:
Event-Driven Simulation Scheme for Spiking Neural Networks Using Lookup Tables to Characterize Neuronal Dynamics. 2959-2993 - Kei Uchizawa, Rodney J. Douglas, Wolfgang Maass:
On the Computational Power of Threshold Circuits with Sparse Activity. 2994-3008 - Randall D. Beer:
Parameter Space Structure of Continuous-Time Recurrent Neural Networks. 3009-3051 - François Grimbert, Olivier D. Faugeras:
Bifurcation Analysis of Jansen's Neural Mass Model. 3052-3068 - Ansgar R. Koene:
A Model for Perceptual Averaging and Stochastic Bistable Behavior and the Role of Voluntary Control. 3069-3096 - Matthias O. Franz, Bernhard Schölkopf:
A Unifying View of Wiener and Volterra Theory and Polynomial Kernel Regression. 3097-3118 - Erhan Öztop:
An Upper Bound on the Minimum Number of Monomials Required to Separate Dichotomies of {-1, 1}n. 3119-3138
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