Connectionists: NEURAL COMPUTATION - January, 2007

[Terry Sejnowski]

Neural Computation - Contents - Volume 19, Number 1 - January 1, 2007

LETTERS

Mean-Driven and Fluctuation-Driven Persistent Activity in Recurrent Networks
Alfonso Renart, Rubén Moreno-Bote, Xiao-Jing Wang, and Néstor Parga

Exact Subthreshold Integration with Continuous Spike Times in Discrete Time Neural Network Simulations
Abigail Morrison, Sirko Straube, Hans Ekkehard Plesser, and Markus Diesmann

The Road to Chaos by Time-Asymmetric Hebbian Learning in Recurrent Neural Networks
Colin Molter, Utku Salihoglu and Hugues Bersini

Analysis and Design of Echo State Networks
Mustafa C. Ozturk, Dongming Xu, and José C. Principe

Invariant Global Motion Recognition in the Dorsal Visual System: A Unifying Theory
Edmund T. Rolls and Simon M. Stringer

Recurrent Cerebellar Loops Simplify Adaptive Control of Redundant and Nonlinear Motor Systems
John Porrill and Paul Dean

Free-Lunch Learning: Modeling Spontaneous Recovery of Memory
J.V. Stone and P.E. Jupp

Linear Multilayer ICA Generating Hierarchical Edge Detectors
Yoshitatsu Matsuda and Kazunori Yamaguchi

Functional Network Topology Learning and Sensitivity Analysis Based on ANOVA Decomposition
Enrique Castillo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, and Carmen Castillo

Second-Order Cone Programming Formulations for Robust Multiclass Classification
Ping Zhong and Masao Fukushima

Fast Generalized Cross-Validation Algorithm for Sparse Model Learning
S. Sundararajan, Shirish Shevade, and S. Sathiya Keerthi

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