Neural Computation

Volume 9 : Issue 5

Table of Contents

• Hybrid Learning of Mapping and its Jacobian in Multilayer Neural Networks 
  Jeong-Woo Lee and Jun-Ho Oh
  Page 937
• The Joint Development of Orientation and Ocular Dominance: Role of Constraints 
  Christian Piepenbrock, Helge Ritter and Klaus Obermayer
  Page 959
• Physiological Gain Leads to High ISI Variability in a Simple Model of a Cortical Regular Spiking Cell 
  Todd W. Troyer and Kenneth D. Miller
  Page 971
• Role of Temporal Integration and Fluctuation Detection in the Highly Irregular Firing of a Leaky Integrator Neuron Model with Partial Reset 
  Guido Bugmann, Chris Christodoulou and John G. Taylor
  Page 985
• Shunting Inhibition Does Not Have a Divisive Effect on Firing Rates 
  Gary R. Holt and Christof Koch
  Page 1001
• Reduction of the Hodgkin-Huxley Equations to a Single-Variable Threshold Model 
  Werner M. Kistler, Wulfram Gerstner and J. Leo van Hemmen
  Page 1015
• Noise Adaptation in Integrate-and-Fire Neurons 
  Michael E. Rudd and Lawrence G. Brown
  Page 1047
• Paradigmatic Working Memory (Attractor) Cell in IT Cortex 
  Daniel J. Amit, Stefano Fusi and Volodya Yakovlev
  Page 1071
• Noise Injection: Theoretical Prospects 
  Yves Grandvalet, Stphane Canu and Stphane Boucheron
  Page 1093
• The Faulty Behavior of Feedforward Neural Networks with Hard-Limiting Activation Function 
  Zhiyu Tian, Ting-Ting Y. Lin, Shiyuan Yang and Shibai Tong
  Page 1109
• Analysis of Dynamical Recognizers 
  Alan D. Blair and Jordan B. Pollack
  Page 1127
• A Bound on the Error of Cross Validation Using the Approximation and Estimation Rates, with Consequences for the Training-Test Split 
  Michael Kearns
  Page 1143
• Averaging Regularized Estimators 
  Michiaki Taniguchi and Volker Tresp
  Page 1163