Articles:

Tatyana Sharpee, Nicole C. Rust, and William Bialek

Analyzing Neural Responses to Natural Signals: Maximally Informative Dimensions
Neural Comp. 2004 16: 223-250. [Abstract] [Full Text] [PDF]  

Letters:

P.H.E. Tiesinga and T.J. Sejnowski

Rapid Temporal Modulation of Synchrony by Competition in Cortical Interneuron Networks
Neural Comp. 2004 16: 251-275. [Abstract] [Full Text] [PDF]  

Riccardo Barbieri, Loren M. Frank, David P. Nguyen, Michael C. Quirk, Victor Solo, Matthew A. Wilson, and Emery N. Brown

Dynamic Analyses of Information Encoding in Neural Ensembles
Neural Comp. 2004 16: 277-307. [Abstract] [Full Text] [PDF]  

Yoichi Miyawaki and Masato Okada

A Network Model of Perceptual Suppression Induced by Transcranial Magnetic Stimulation
Neural Comp. 2004 16: 309-331. [Abstract] [Full Text] [PDF]  

Tzu-Chao Lin and Pao-Ta Yu

Adaptive Two-Pass Median Filter Based on Support Vector Machines for Image Restoration
Neural Comp. 2004 16: 333-354. [Abstract] [Full Text] [PDF]  

Hyeyoung Park, Noboru Murata, and Shun-ichi Amari

Improving Generalization Performance of Natural Gradient Learning Using Optimized Regularization by NIC
Neural Comp. 2004 16: 355-382. [Abstract] [Full Text] [PDF]  

Zhi-Yong Liu, Kai-Chun Chiu, and Lei Xu

One-Bit-Matching Conjecture for Independent Component Analysis
Neural Comp. 2004 16: 383-399. [Abstract] [Full Text] [PDF]  

Isabelle Rivals and Léon Personnaz

Jacobian Conditioning Analysis for Model Validation
Neural Comp. 2004 16: 401-418. [Abstract] [Full Text] [PDF]  

Yacine Oussar, Gaétan Monari, and Gérard Dreyfus

Reply to the Comments on "Local Overfitting Control via Leverages" in "Jacobian Conditioning Analysis for Model Validation" by I. Rivals and L. Personnaz
Neural Comp. 2004 16: 419-443. [Abstract] [Full Text] [PDF]  

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