[Comp-neuro] Neural Computation, May, 2012

Neural Computation - Contents -- Volume 24, Number 5 - May 1, 2012

Article

Stochastic Perturbation Methods for
Spike-Timing-Dependent Plasticity
Todd Leen and Robert Friel

Letters

Dynamical Synapses Enhance Neural Information
Processing: Gracefulness, Accuracy and Mobility
Si Wu, C. C. Alan Fung , K. Y. Michael Wong and He Wang

Reinforcement-based decision making in corticostriatal circuits:
Mutual constraints by neurocomputational and diffusion models.
Roger Ratcliff and Michael Frank

Statistical Mechanics of Reward-Modulated Learning in
Decision-making Networks
Kentaro Katahira, Kazuo Okanoya and Masato Okada

Learning invariance from natural images inspired by
observations in the primary visual cortex
Fred Hamker, Michael Teichmann and Jan Wiltschut

Meta-cognitive Learning in a Fully Complex-valued
Radial Basis Function Neural Network
Suresh Sundaram, Savitha Ramasamy and Sundararajan Narasimhan

Reduction from Cost-sensitive Ordinal Ranking to Weighted
Binary Classification
Hsuan-Tien Lin and Ling Li

Entropy Estimation in Turing's Perspective
Zhiyi Zhang

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