Articles:

Javier R. Movellan, Paul Mineiro, and R. J. Williams

A Monte Carlo EM Approach for Partially Observable Diffusion Processes: Theory and Applications to Neural Networks
Neural Comp. 2002 14: 1507-1544. [Abstract] [Full Text] [PDF]  

Notes:

Miguel Á. Carreira-Perpiñán and Geoffrey J. Goodhill

Are Visual Cortex Maps Optimized for Coverage?
Neural Comp. 2002 14: 1545-1560. [Abstract] [Full Text] [PDF]  

Marc M. Van Hulle

Kernel-Based Topographic Map Formation by Local Density Modeling
Neural Comp. 2002 14: 1561-1573. [Abstract] [Full Text] [PDF]  

Letters:

Relly Brandman and Mark E. Nelson

A Simple Model of Long-Term Spike Train Regularization
Neural Comp. 2002 14: 1575-1597. [Abstract] [Full Text] [PDF]  

Naoki Masuda and Kazuyuki Aihara

Spatiotemporal Spike Encoding of a Continuous External Signal
Neural Comp. 2002 14: 1599-1628. [Abstract] [Full Text] [PDF]  

P. H. E. Tiesinga, J.-M. Fellous, and Terrence J. Sejnowski

Attractor Reliability Reveals Deterministic Structure in Neuronal Spike Trains
Neural Comp. 2002 14: 1629-1650. [Abstract] [Full Text] [PDF]  

Daniel Cremers and Andreas V. M. Herz

Traveling Waves of Excitation in Neural Field Models: Equivalence of Rate Descriptions and Integrate-and-Fire Dynamics
Neural Comp. 2002 14: 1651-1667. [Abstract] [Full Text] [PDF]  

Richard H. R. Hahnloser, Rodney J. Douglas, and Klaus Hepp

Attentional Recruitment of Inter-Areal Recurrent Networks for Selective Gain Control
Neural Comp. 2002 14: 1669-1689. [Abstract] [Full Text] [PDF]  

A. L. Yuille

CCCP Algorithms to Minimize the Bethe and Kikuchi Free Energies: Convergent Alternatives to Belief Propagation
Neural Comp. 2002 14: 1691-1722. [Abstract] [Full Text] [PDF]  

Nicol N. Schraudolph

Fast Curvature Matrix-Vector Products for Second-Order Gradient Descent
Neural Comp. 2002 14: 1723-1738. [Abstract] [Full Text] [PDF]  

Antony Browne

Representation and Extrapolation in Multilayer Perceptrons
Neural Comp. 2002 14: 1739-1754. [Abstract] [Full Text] [PDF]  

Robert M. French and Nick Chater

Using Noise to Compute Error Surfaces in Connectionist Networks: A Novel Means of Reducing Catastrophic Forgetting
Neural Comp. 2002 14: 1755-1769. [Abstract] [Full Text] [PDF]  

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