Connectionists: NEURAL COMPUTATION - OCTOBER 2007

[Terry Sejnowski]

Neural Computation - Contents - Volume 19, Number 10 - October 1, 2007

Article

Synaptic Dynamics in Analog VLSI
Chiara Bartolozzi and Giacomo Indiveri

Note

Exact Simulation of Integrate-and-Fire Models with Exponential Currents
Romain Brette

Letters

The Relation Between Color Discrimination and Color 
Constancy: When Is Optimal Adaptation Task Dependent?
David Brainard, Alicia Björnsdotter Abrams, and James Hillis

Deviation from Weber's Law in the Non-Pacinian I Tactile Channel: 
A Psychophysical and Simulation Study of Intensity Discrimination
Burak Güçlü

Learning the Lie Groups of Visual Invariance
Rajesh Rao and Xu Miao

Learning with "Relevance": Using a Third Factor to Stabilize Hebbian Learning
Bernd Porr and Florentin Wörgötter

Synchrony-Induced Switching Behavior of Spike-Pattern Attractors
Created by Spike-Timing-Dependent Plasticity
Takaaki Aoki and Toshio Aoyagi

Competition Between Synaptic Depression and Facilitation in Attractor Neural Networks
Joaquin Torres, Jesus Cortes, Joaquin Marro, Bert Kappen

Projected Gradient Methods for Nonnegative Matrix Factorization
Chih-Jen Lin

Integration of Stochastic Models by Minimizing  -Divergence
Shun-ichi Amari

The Distortion of Neural Signals by Spike Coding
David Goldberg and Andreas Andreou

Gap-Based Estimation: Choosing the Smoothing Parameters for 
Probabilistic and General Regression Neural Networks
Michael Georgiopoulos, Mingyu Zhong, Dave Coggeshall, Ehsan Ghaneie, 
Thomas Pope, Mark Rivera, Georgios Anagnostopoulos, Mansooreh Mollaghasemi, 
Sameul Richie

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