288 pp. per issue
6 x 9, illustrated
2014 Impact factor:

Neural Computation


Terrence J. Sejnowski, Editor-in-Chief

Neural Computation disseminates important, multidisciplinary research in a field that attracts psychologists, physicists, computer scientists, neuroscientists, and artificial intelligence investigators, among others.

Table of Contents

Vol. 7, Issue 1 - January 1995


On Neural Circuits and Cognition
pp. 1-12
Abstract | PDF (692.17 KB)
The EM Algorithm and Information Geometry in Neural Network Learning
pp. 13-18
Abstract | PDF (280.66 KB)
Convergence Theorems for Hybrid Learning Rules
pp. 19-24
Abstract | PDF (236.68 KB)
A Type of Duality between Self-Organizing Maps and Minimal Wiring
pp. 25-35
Abstract | PDF (560.33 KB)
Development of Oriented Ocular Dominance Bands as a Consequence of Areal Geometry
pp. 36-50
Abstract | PDF (904.55 KB)
A Multiple Cause Mixture Model for Unsupervised Learning
pp. 51-71
Abstract | PDF (1.66 MB)
Similarity Metric Learning for a Variable-Kernel Classifier
pp. 72-85
Abstract | PDF (821.26 KB)
Unsupervised Mutual Information Criterion for Elimination of Overtraining in Supervised Multilayer Networks
pp. 86-107
Abstract | PDF (958.8 KB)
Training with Noise is Equivalent to Tikhonov Regularization
pp. 108-116
Abstract | PDF (1.54 MB)
Bayesian Regularization and Pruning Using a Laplace Prior
pp. 117-143
Abstract | PDF (1.17 MB)
Empirical Risk Minimization versus Maximum-Likelihood Estimation: A Case Study
pp. 144-157
Abstract | PDF (678.69 KB)
Learning a Decision Boundary from Stochastic Examples: Incremental Algorithms with and without Queries
pp. 158-172
Abstract | PDF (772.13 KB)
Arithmetic Perceptrons
pp. 173-181
Abstract | PDF (1.34 MB)
Compensatory Mechanisms in an Attractor Neural Network Model of Schizophrenia
pp. 182-205
Abstract | PDF (1014.34 KB)
Real-Time Control of a Tokamak Plasma Using Neural Networks
pp. 206-217
Abstract | PDF (577.4 KB)