Volume 21,
Number 1,
January 2009
Note
- Patrick Leoni:
Long-Range Out-of-Sample Properties of Autoregressive Neural Networks.
1-8
Letters
- Sam McKennoch, Thomas Voegtlin, Linda G. Bushnell:
Spike-Timing Error Backpropagation in Theta Neuron Networks.
9-45
- Sami El Boustani, Alain Destexhe:
A Master Equation Formalism for Macroscopic Modeling of Asynchronous Irregular Activity States.
46-100
- Dequan Jin, Jigen Peng:
A New Approach for Estimating the Attraction Domain for Hopfield-Type Neural Networks.
101-120
- Kai Zhang, James T. Kwok:
Density-Weighted Nyström Method for Computing Large Kernel Eigensystems.
121-146
- Olivier D. Faugeras, Romain Veltz, François Grimbert:
Persistent Neural States: Stationary Localized Activity Patterns in Nonlinear Continuous n-Population, q-Dimensional Neural Networks.
147-187
- Romain Brette:
Generation of Correlated Spike Trains.
188-215
- Martin Boerlin, Tobi Delbrück, Kynan Eng:
Getting to Know Your Neighbors: Unsupervised Learning of Topography from Real-World, Event-Based Input.
216-238
- Dashan Gao, Nuno Vasconcelos:
Decision-Theoretic Saliency: Computational Principles, Biological Plausibility, and Implications for Neurophysiology and Psychophysics.
239-271
- Arnulf B. A. Graf, Olivier Bousquet, Gunnar Rätsch, Bernhard Schölkopf:
Prototype Classification: Insights from Machine Learning.
272-300
Volume 21,
Number 2,
February 2009
Article
Note
Letters
- Hans Ekkehard Plesser, Markus Diesmann:
Simplicity and Efficiency of Integrate-and-Fire Neuron Models.
353-359
- Cheng Ly, Daniel Tranchina:
Spike Train Statistics and Dynamics with Synaptic Input from any Renewal Process: A Population Density Approach.
360-396
- Jakob Macke, Philipp Berens, Alexander S. Ecker, Andreas S. Tolias, Matthias Bethge:
Generating Spike Trains with Specified Correlation Coefficients.
397-423
- António R. C. Paiva, Il Park, José C. Príncipe:
A Reproducing Kernel Hilbert Space Framework for Spike Train Signal Processing.
424-449
- Seif Eldawlatly, Rong Jin, Karim G. Oweiss:
Identifying Functional Connectivity in Large-Scale Neural Ensemble Recordings: A Multiscale Data Mining Approach.
450-477
- Ueli Rutishauser, Rodney J. Douglas:
State-Dependent Computation Using Coupled Recurrent Networks.
478-509
- Robert F. Hadley:
The Problem of Rapid Variable Creation.
510-532
- Ichiro Takeuchi, Kaname Nomura, Takafumi Kanamori:
Nonparametric Conditional Density Estimation Using Piecewise-Linear Solution Path of Kernel Quantile Regression.
533-559
- Kaizhu Huang, Danian Zheng, Irwin King, Michael R. Lyu:
Arbitrary Norm Support Vector Machines.
560-582
- Jirí Síma, Radim Lnenicka:
Sequential Triangle Strip Generator Based on Hopfield Networks.
583-617
Volume 21,
Number 3,
March 2009
Article
Note
Letters
- Stefan Mihalas, Ernst Niebur:
A Generalized Linear Integrate-and-Fire Neural Model Produces Diverse Spiking Behaviors.
704-718
- Chang-Yuan Cheng, Chih-Wen Shih:
Complete Stability in Multistable Delayed Neural Networks.
719-740
- Ransom K. Winder, James A. Reggia, Scott A. Weems, Michael F. Bunting:
An Oscillatory Hebbian Network Model of Short-Term Memory.
741-761
- Yiu-Fai Sit, Risto Miikkulainen:
Computational Predictions on the Receptive Fields and Organization of V2 for Shape Processing.
762-785
- Manfred Opper, Cédric Archambeau:
The Variational Gaussian Approximation Revisited.
786-792
- Cédric Févotte, Nancy Bertin, Jean-Louis Durrieu:
Nonnegative Matrix Factorization with the Itakura-Saito Divergence: With Application to Music Analysis.
793-830
- Robert C. Wilson:
Parallel Hopfield Networks.
831-850
- Jorge F. Mejías, Joaquín J. Torres:
Maximum Memory Capacity on Neural Networks with Short-Term Synaptic Depression and Facilitation.
851-871
- Jian-qiang Liu, Da-Zheng Feng, Wei-Wei Zhang:
Adaptive Improved Natural Gradient Algorithm for Blind Source Separation.
872-889
- Fu Chang, Chien-Hsing Chou:
A Bi-Prototype Theory of Facial Attractiveness.
890-910
Volume 21,
Number 4,
April 2009
Article
Note
- Shun-ichi Amari:
Measure of Correlation Orthogonal to Change in Firing Rate.
960-972
Letters
- Luis F. Lago-Fernández, Attila Szücs, Pablo Varona:
Determining Burst Firing Time Distributions from Multiple Spike Trains.
973-990
- Zhijun Yang, Matthias H. Hennig, Michael Postlethwaite, Ian D. Forsythe, Bruce P. Graham:
Wide-Band Information Transmission at the Calyx of Held.
991-1017
- Mehmet K. Muezzinoglu, Ramón Huerta, Henry D. I. Abarbanel, Margaret A. Ryan, Mikhail I. Rabinovich:
Chemosensor-Driven Artificial Antennal Lobe Transient Dynamics Enable Fast Recognition and Working Memory.
1018-1037
- Takuma Tanaka, Takeshi Kaneko, Toshio Aoyagi:
Recurrent Infomax Generates Cell Assemblies, Neuronal Avalanches, and Simple Cell-Like Selectivity.
1038-1067
- Michiel D'Haene, Benjamin Schrauwen, Jan Van Campenhout, Dirk Stroobandt:
Accelerating Event-Driven Simulation of Spiking Neurons with Multiple Synaptic Time Constants.
1068-1099
- Dotan Di Castro, Ron Meir, Irad Yavneh:
Delays and Oscillations in Networks of Spiking Neurons: A Two-Timescale Analysis.
1100-1124
- Konstantin Doubrovinski, J. Michael Herrmann:
Stability of Localized Patterns in Neural Fields.
1125-1144
- Kenichi Kurihara, Max Welling:
Bayesian k-Means as a "Maximization-Expectation" Algorithm.
1145-1172
- Christoph Kolodziejski, Bernd Porr, Florentin Wörgötter:
On the Asymptotic Equivalence Between Differential Hebbian and Temporal Difference Learning.
1173-1202
Volume 21,
Number 5,
May 2009
Article
Letters
- Matthew T. Harrison, Stuart Geman:
A Rate and History-Preserving Resampling Algorithm for Neural Spike Trains.
1244-1258
- Timothée Masquelier, Rudy Guyonneau, Simon J. Thorpe:
Competitive STDP-Based Spike Pattern Learning.
1259-1276
- Omer Bobrowski, Ron Meir, Yonina C. Eldar:
Bayesian Filtering in Spiking Neural Networks: Noise, Adaptation, and Multisensory Integration.
1277-1320
- Yang Wei Koh, Kazuo Takatsuka:
Increasing Memory Capacity and Reducing Spurious States in Neural Networks by Introducing Coherent and Collective Firing.
1321-1334
- Renaud Ronsse, Dagmar Sternad, Philippe Lefèvre:
A Computational Model for Rhythmic and Discrete Movements in Uni- and Bimanual Coordination.
1335-1370
- V. Martin, John P. Scholz, Gregor Schöner:
Redundancy, Self-Motion, and Motor Control.
1371-1414
- Pierre-Antoine Absil, Mariya Ishteva, Lieven De Lathauwer, Sabine Van Huffel:
A Geometric Newton Method for Oja's Vector Field.
1415-1433
- Xuemei Li:
Analysis of Complete Stability for Discrete-Time Cellular Neural Networks with Piecewise Linear Output Functions.
1434-1458
- Liwei Wang, Masashi Sugiyama, Cheng Yang, Kohei Hatano, Jufu Feng:
Theory and Algorithm for Learning with Dissimilarity Functions.
1459-1484
Volume 21,
Number 6,
June 2009
Articles
Note
Letters
Volume 21,
Number 7,
July 2009
Articles
Letters
Volume 21,
Number 8,
August 2009
Note
Letters
- Ramón Huerta, Thomas Nowotny:
Fast and Robust Learning by Reinforcement Signals: Explorations in the Insect Brain.
2123-2151
- Justin Dauwels, François B. Vialatte, Theophane Weber, Andrzej Cichocki:
Quantifying Statistical Interdependence by Message Passing on Graphs - Part I: One-Dimensional Point Processes.
2152-2202
- Justin Dauwels, François B. Vialatte, Theophane Weber, Toshimitsu Musha, Andrzej Cichocki:
Quantifying Statistical Interdependence by Message Passing on Graphs - Part II: Multidimensional Point Processes.
2203-2268
- Yoram Burak, Sam Lewallen, Haim Sompolinsky:
Stimulus-Dependent Correlations in Threshold-Crossing Spiking Neurons.
2269-2308
- Masami Tatsuno, Jean-Marc Fellous, Shun-ichi Amari:
Information-Geometric Measures as Robust Estimators of Connection Strengths and External Inputs.
2309-2335
- Xiang Zhou, KongFatt Wong-Lin, Philip Holmes:
Time-Varying Perturbations Can Distinguish Among Integrate-to-Threshold Models for Perceptual Decision Making in Reaction Time Tasks.
2336-2362
- Marco Saerens, Youssef Achbany, François Fouss, Luh Yen:
Randomized Shortest-Path Problems: Two Related Models.
2363-2404
Volume 21,
Number 9,
September 2009
Article
Letters
- Matthias Oster, Rodney J. Douglas, Shih-Chii Liu:
Computation with Spikes in a Winner-Take-All Network.
2437-2465
- Valérie Ventura:
Automatic Spike Sorting Using Tuning Information.
2466-2501
- Andreas Steimer, Wolfgang Maass, Rodney J. Douglas:
Belief Propagation in Networks of Spiking Neurons.
2502-2523
- Ram Krips, Miriam Furst:
Stochastic Properties of Coincidence-Detector Neural Cells.
2524-2553
- Shigeru Tanaka, Masanobu Miyashita:
Constraint on the Number of Synaptic Inputs to a Visual Cortical Neuron Controls Receptive Field Formation.
2554-2580
- Hal S. Greenwald, David C. Knill:
Orientation Disparity: A Cue for 3D Orientation?
2581-2604
- Kenji Hosoda, Masataka Watanabe, Heiko Wersing, Edgar Körner, Hiroshi Tsujino, Hiroshi Tamura, Ichiro Fujita:
A Model for Learning Topographically Organized Parts-Based Representations of Objects in Visual Cortex: Topographic Nonnegative Matrix Factorization.
2605-2633
- Jun Nishii, Yoshiaki Taniai:
Evaluation of Trajectory Planning Models for Arm-Reaching Movements Based on Energy Cost.
2634-2647
- Tatyana I. Aksenova, Dimitri V. Nowicki, Alim-Louis Benabid:
Filtering Out Deep Brain Stimulation Artifacts Using a Nonlinear Oscillatory Model.
2648-2666
- Wenwu He:
Limited Stochastic Meta-Descent for Kernel-Based Online Learning.
2667-2686
- Mingjie Zhao, Herbert Jaeger, Michael Thon:
A Bound on Modeling Error in Observable Operator Models and an Associated Learning Algorithm.
2687-2712
Volume 21,
Number 10,
October 2009
Articles
Letters
- Kresimir Josic, Eric Shea-Brown, Brent Doiron, Jaime de la Rocha:
Stimulus-Dependent Correlations and Population Codes.
2774-2804
- Jörg Lücke:
Receptive Field Self-Organization in a Model of the Fine Structure in V1 Cortical Columns.
2805-2845
- Veronique Lefebvre, Ying Zheng, Chris Martin, Ian M. Devonshire, Samuel Harris, John E. W. Mayhew:
A Dynamic Causal Model of the Coupling Between Pulse Stimulation and Neural Activity.
2846-2868
- Amir Dezfouli, Payam Piray, Mohammad Mahdi Keramati, Hamed Ekhtiari, Caro Lucas, Azarakhsh Mokri:
A Neurocomputational Model for Cocaine Addiction.
2869-2893
- Yiwen Wang, António R. C. Paiva, José C. Príncipe, Justin C. Sanchez:
Sequential Monte Carlo Point-Process Estimation of Kinematics from Neural Spiking Activity for Brain-Machine Interfaces.
2894-2930
- Qingguo Zhou, Tao Jin, Hong Zhao:
Correlation Between Eigenvalue Spectra and Dynamics of Neural Networks.
2931-2941
- Petra Schneider, Michael Biehl, Barbara Hammer:
Distance Learning in Discriminative Vector Quantization.
2942-2969
- Paul C. Kainen, Vera Kurková:
An Integral Upper Bound for Neural Network Approximation.
2970-2989
Volume 21,
Number 11,
November 2009
Letters
- Lucas C. Parra, Jeffrey M. Beck, Anthony J. Bell:
On the Maximization of Information Flow Between Spiking Neurons.
2991-3009
- Shai Litvak, Shimon Ullman:
Cortical Circuitry Implementing Graphical Models.
3010-3056
- Georgi S. Medvedev:
Electrical Coupling Promotes Fidelity of Responses in the Networks of Model Neurons.
3057-3078
- Xuejuan Zhang, Gongqiang You, Tianping Chen, Jianfeng Feng:
Maximum Likelihood Decoding of Neuronal Inputs from an Interspike Interval Distribution.
3079-3105
- Massimiliano Giulioni, Mario Pannunzi, Davide Badoni, Vittorio Dante, Paolo Del Giudice:
Classification of Correlated Patterns with a Configurable Analog VLSI Neural Network of Spiking Neurons and Self-Regulating Plastic Synapses.
3106-3129
- Muneki Yasuda, Kazuyuki Tanaka:
Approximate Learning Algorithm in Boltzmann Machines.
3130-3178
- Su-Yun Huang, Yi-Ren Yeh, Shinto Eguchi:
Robust Kernel Principal Component Analysis.
3179-3213
- James Ting-Ho Lo:
Adaptive Capability of Recurrent Neural Networks with Fixed Weights for Series-Parallel System Identification.
3214-3227
- Patrick Suppes, Marcos Perreau Guimaraes, Dik Kin Wong:
Partial Orders of Similarity Differences Invariant Between EEG-Recorded Brain and Perceptual Representations of Language.
3228-3269
Volume 21,
Number 12,
December 2009
Articles
Letters
- Naoki Masuda:
Selective Population Rate Coding: A Possible Computational Role of Gamma Oscillations in Selective Attention.
3335-3362
- Terry Elliott, Konstantinos Lagogiannis:
Taming Fluctuations in a Stochastic Model of Spike-Timing-Dependent Plasticity.
3363-3407
- Christian Leibold, Michael H. K. Bendels:
Learning to Discriminate Through Long-Term Changes of Dynamical Synaptic Transmission.
3408-3428
- Jared Sylvester, James A. Reggia:
Plasticity-Induced Symmetry Relationships Between Adjacent Self-Organizing Topographic Maps.
3429-3443
- Wei Lin:
Asymptotic Behavior of Periodic Cohen-Grossberg Neural Networks with Delays.
3444-3459
- Mingjie Zhao, Herbert Jaeger, Michael Thon:
Making the Error-Controlling Algorithm of Observable Operator Models Constructive.
3460-3486
- Cesar F. Caiafa, Andrzej Cichocki:
Estimation of Sparse Nonnegative Sources from Noisy Overcomplete Mixtures Using MAP.
3487-3518
- Shengli Xie, Guoxu Zhou, Zuyuan Yang, Yuli Fu:
On Blind Separability Based on the Temporal Predictability Method.
3519-3531
- Petra Schneider, Michael Biehl, Barbara Hammer:
Adaptive Relevance Matrices in Learning Vector Quantization.
3532-3561
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