Neural Computation

Volume 18 : Issue 10

Table of Contents

• Consistency of Pseudolikelihood Estimation of Fully Visible Boltzmann Machines 
  Aapo Hyvrinen
  Page 2283
• Images, Frames, and Connectionist Hierarchies 
  Peter Dayan
  Page 2293
• Properties of Synergies Arising from a Theory of Optimal Motor Behavior 
  Manu Chhabra and Robert A. Jacobs
  Page 2320
• Recognition by Variance: Learning Rules for Spatiotemporal Patterns 
  Omri Barak and Misha Tsodyks
  Page 2343
• Estimating Spiking Irregularities Under Changing Environments 
  Keiji Miura, Masato Okada and Shun-ichi Amari
  Page 2359
• Spatiotemporal Structure in Large Neuronal Networks Detected from Cross-Correlation 
  Gaby Schneider, Martha N. Havenith and Danko Nikoli
  Page 2387
• Stable Competitive Dynamics Emerge from Multispike Interactions in a Stochastic Model of Spike-Timing-Dependent Plasticity 
  Peter A. Appleby and Terry Elliott
  Page 2414
• A State-Space Analysis for Reconstruction of Goal-Directed Movements Using Neural Signals 
  Lakshminarayan Srinivasan, Uri T. Eden, Alan S. Willsky and Emery N. Brown
  Page 2465
• What Is the Relation Between Slow Feature Analysis and Independent Component Analysis? 
  Tobias Blaschke, Pietro Berkes and Laurenz Wiskott
  Page 2495
• Nonlocal Estimation of Manifold Structure 
  Yoshua Bengio, Martin Monperrus and Hugo Larochelle
  Page 2509
• Dynamics and Topographic Organization of Recursive Self-Organizing Maps 
  Peter Tio, Igor Farka and Jort van Mourik
  Page 2529
• On the Consistency of the Blocked Neural Network Estimator in Time Series Analysis 
  A. Sarishvili, Ch. Andersson, J. Franke and G. Kroisandt
  Page 2568
• Erratum 
  
  Page 2582