Neural Computation

Volume 6 : Issue 5

Table of Contents

• A Bayesian Analysis of Self-Organizing Maps 
  Stephen P. Luttrell
  Page 767
• Network Amplification of Local Fluctuations Causes High Spike Rate Variability, Fractal Firing Patterns and Oscillatory Local Field Potentials 
  Marius Usher, Martin Stemmler, Christof Koch and Zeev Olami
  Page 795
• Statistical Analysis of an Autoassociative Memory Network 
  A. M. N. Fu
  Page 837
• Loading Deep Networks Is Hard 
  Ji ma
  Page 842
• Measuring the VC-Dimension of a Learning Machine 
  Vladimir Vapnik, Esther Levin and Yann Le Cun
  Page 851
• Neural Nets with Superlinear VC-Dimension 
  Wolfgang Maass
  Page 877
• A Novel Design Method for Multilayer Feedforward Neural Networks 
  Jihong Lee
  Page 885
• An Internal Mechanism for Detecting Parasite Attractors in a Hopfield Network 
  Jean-Dominique Gascuel, Bahram Moobed and Michel Weinfeld
  Page 902
• On Langevin Updating in Multilayer Perceptrons 
  Thorsteinn Rgnvaldsson
  Page 916
• Probabilistic Winner-Take-All Learning Algorithm for Radial-Basis-Function Neural Classifiers 
  Hossam Osman and Moustafa M. Fahmy
  Page 927
• Realization of the Weak Rod by a Double Layer Parallel Network 
  T. Matsumoto and K. Kondo
  Page 944
• Learning in Neural Networks with Material Synapses 
  Daniel J. Amit and Stefano Fusi
  Page 957
• Model Based on Extracellular Potassium for Spontaneous Synchronous Activity in Developing Retinas 
  Pierre-Yves Burgi and Norberto M. Grzywacz
  Page 983
• Bayesian Modeling and Classification of Neural Signals 
  Michael S. Lewicki
  Page 1005