Neural Computation

Volume 14 : Issue 7

Table of Contents

• A Monte Carlo EM Approach for Partially Observable Diffusion Processes: Theory and Applications to Neural Networks 
  Javier R. Movellan, Javier R. Movellan, Javier R. Movellan, Paul Mineiro, Paul Mineiro, Paul Mineiro, R. J. Williams, R. J. Williams and R. J. Williams
  Page 1507
• Are Visual Cortex Maps Optimized for Coverage? 
  Miguel . Carreira-Perpin, Miguel . Carreira-Perpin, Miguel . Carreira-Perpin, Geoffrey J. Goodhill, Geoffrey J. Goodhill and Geoffrey J. Goodhill
  Page 1545
• Kernel-Based Topographic Map Formation by Local Density Modeling 
  Marc M. Van Hulle, Marc M. Van Hulle and Marc M. Van Hulle
  Page 1561
• A Simple Model of Long-Term Spike Train Regularization 
  Relly Brandman, Relly Brandman, Relly Brandman, Mark E. Nelson, Mark E. Nelson and Mark E. Nelson
  Page 1575
• Spatiotemporal Spike Encoding of a Continuous External Signal 
  Naoki Masuda, Naoki Masuda, Naoki Masuda, Kazuyuki Aihara, Kazuyuki Aihara and Kazuyuki Aihara
  Page 1599
• Attractor Reliability Reveals Deterministic Structure in Neuronal Spike Trains 
  P. H. E. Tiesinga, P. H. E. Tiesinga, P. H. E. Tiesinga, J.-M. Fellous, J.-M. Fellous, J.-M. Fellous, Terrence J. Sejnowski, Terrence J. Sejnowski and Terrence J. Sejnowski
  Page 1629
• Traveling Waves of Excitation in Neural Field Models: Equivalence of Rate Descriptions and Integrate-and-Fire Dynamics 
  Daniel Cremers, Daniel Cremers, Daniel Cremers, Andreas V. M. Herz, Andreas V. M. Herz and Andreas V. M. Herz
  Page 1651
• Attentional Recruitment of Inter-Areal Recurrent Networks for Selective Gain Control 
  Richard H. R. Hahnloser, Richard H. R. Hahnloser, Richard H. R. Hahnloser, Rodney J. Douglas, Rodney J. Douglas, Rodney J. Douglas, Klaus Hepp, Klaus Hepp and Klaus Hepp
  Page 1669
• CCCP Algorithms to Minimize the Bethe and Kikuchi Free Energies: Convergent Alternatives to Belief Propagation 
  A. L. Yuille, A. L. Yuille and A. L. Yuille
  Page 1691
• Fast Curvature Matrix-Vector Products for Second-Order Gradient Descent 
  Nicol N. Schraudolph, Nicol N. Schraudolph and Nicol N. Schraudolph
  Page 1723
• Representation and Extrapolation in Multilayer Perceptrons 
  Antony Browne, Antony Browne and Antony Browne
  Page 1739
• Using Noise to Compute Error Surfaces in Connectionist Networks: A Novel Means of Reducing Catastrophic Forgetting 
  Robert M. French, Robert M. French, Robert M. French, Nick Chater, Nick Chater and Nick Chater
  Page 1755