Neural Computation

Volume 11 : Issue 4

Table of Contents

• Independent Factor Analysis 
  H. Attias, H. Attias and H. Attias
  Page 803
• A Fast, Compact Approximation of the Exponential Function 
  Nicol N. Schraudolph, Nicol N. Schraudolph and Nicol N. Schraudolph
  Page 853
• On Cross Validation for Model Selection 
  Isabelle Rivals, Isabelle Rivals, Isabelle Rivals, Lon Personnaz, Lon Personnaz and Lon Personnaz
  Page 863
• Analysis of Integrate-and-Fire Neurons: Synchronization of Synaptic Input and Spike Output 
  A. N. Burkitt, A. N. Burkitt, A. N. Burkitt, G. M. Clark, G. M. Clark and G. M. Clark
  Page 871
• Dynamic Stochastic Synapses as Computational Units 
  Wolfgang Maass, Wolfgang Maass, Wolfgang Maass, Anthony M. Zador, Anthony M. Zador and Anthony M. Zador
  Page 903
• Spatiotemporal Coding in the Cortex: Information FlowBased Learning in Spiking Neural Networks 
  Gustavo Deco, Gustavo Deco, Gustavo Deco, Bernd Schrmann, Bernd Schrmann and Bernd Schrmann
  Page 919
• The Ornstein-Uhlenbeck Process Does Not Reproduce Spiking Statistics of Neurons in Prefrontal Cortex 
  Shigeru Shinomoto, Shigeru Shinomoto, Shigeru Shinomoto, Yutaka Sakai, Yutaka Sakai, Yutaka Sakai, Shintaro Funahashi, Shintaro Funahashi and Shintaro Funahashi
  Page 935
• Random Neural Networks with Multiple Classes of Signals 
  Erol Gelenbe, Erol Gelenbe, Erol Gelenbe, Jean-Michel Fourneau, Jean-Michel Fourneau and Jean-Michel Fourneau
  Page 953
• An Adaptive Bayesian Pruning for Neural Networks in a Non-Stationary Environment 
  John Sum, John Sum, John Sum, Chi-Sing Leung, Chi-Sing Leung, Chi-Sing Leung, Gilbert H. Young, Gilbert H. Young, Gilbert H. Young, Lai-Wan Chan, Lai-Wan Chan, Lai-Wan Chan, Wing-Kay Kan, Wing-Kay Kan and Wing-Kay Kan
  Page 965
• Pruning Using Parameter and Neuronal Metrics 
  Pirre Van De Laar, Pirre Van De Laar, Pirre Van De Laar, Tom Heskes, Tom Heskes and Tom Heskes
  Page 977
• No Free Lunch for Early Stopping 
  Zehra Cataltepe, Zehra Cataltepe, Zehra Cataltepe, Yaser S. Abu-Mostafa, Yaser S. Abu-Mostafa, Yaser S. Abu-Mostafa, Malik Magdon-Ismail, Malik Magdon-Ismail and Malik Magdon-Ismail
  Page 995
• Blind Separation of a Mixture of Uniformly Distributed Source Signals: A Novel Approach 
  Jayanta Basak, Jayanta Basak, Jayanta Basak, Shun-Ichi Amari, Shun-Ichi Amari and Shun-Ichi Amari
  Page 1011