Neural Computation

Volume 21 : Issue 6

Table of Contents

• Nonlinear Extraction of Independent Components of Natural Images Using Radial Gaussianization 
  Siwei Lyu and Eero P. Simoncelli
  Page 1485
• Dynamical Analysis of Bayesian Inference Models for the Eriksen Task 
  Yuan Sophie Liu, Angela Yu and Philip Holmes
  Page 1520
• A First-Order Nonhomogeneous Markov Model for the Response of Spiking Neurons Stimulated by Small Phase-Continuous Signals 
  Jonathan Tapson, Craig Jin, Andr van Schaik and Ralph Etienne-Cummings
  Page 1554
• A Binary Variable Model for Affinity Propagation 
  Inmar E. Givoni and Brendan J. Frey
  Page 1589
• Justifying and Generalizing Contrastive Divergence 
  Yoshua Bengio and Olivier Delalleau
  Page 1601
• A New Hypothesis for Sleep: Tuning for Criticality 
  Barak A. Pearlmutter and Conor J. Houghton
  Page 1622
• Generation of Spike Trains with Controlled Auto- and Cross-Correlation Functions 
  Michael Krumin and Shy Shoham
  Page 1642
• How Does Maintenance of Network Activity Depend on Endogenous Dynamics of Isolated Neurons? 
  Andrey V. Olypher and Ronald L. Calabrese
  Page 1665
• GABA Transporter Preserving Ongoing Spontaneous Neuronal Activity at Firing Subthreshold 
  Osamu Hoshino
  Page 1683
• Capacity of a Single Spiking Neuron Channel 
  Shiro Ikeda and Jonathan H. Manton
  Page 1714
• Adaptive Synchronization of Activities in a Recurrent Network 
  Thomas Voegtlin
  Page 1749
• Parameter Estimation for -GMM Based on Maximum Likelihood Criterion 
  Dalei Wu
  Page 1776