| Introduction to the Special Issue [EVCO 2:1] | | Article | 1994-03-01 |
| Interview: Randy Gallistel [JOCN 6:2] | | Article | 1994-04-01 |
| Index to Volume 1 [NECO 1:4] | | Article | 1989-12-01 |
| Index [NECO 4:6] | | Article | 1992-11-01 |
| Index [NECO 7:6] | | Article | 1995-11-01 |
| Index [NECO 19:12] | | Article | 2007-12-01 |
| Neural Codes and Distributed Representations | Laurence F. Abbott, Terrence J. Sejnowski | Book | 1999-08-20 |
| Sensitivity Derivatives for Flexible Sensorimotor Learning [NECO 20:8] | M. N. Abdelghani, T. P. Lillicrap, D. B. Tweed | Article | 2008-08-01 |
| The Vapnik-Chervonenkis Dimension: Information versus Complexity in Learning [NECO 1:3] | Yaser S. Abu-Mostafa | Article | 1989-09-01 |
| Hints and the VC Dimension [NECO 5:2] | Yaser S. Abu-Mostafa | Article | 1993-03-01 |
| Hints [NECO 7:4] | Yaser S. Abu-Mostafa | Article | 1995-07-01 |
| A Complementarity Mechanism for Enhanced Pattern Processing [NECO 2:1] | James L. Adams | Article | 1990-03-01 |
| Handling Digital Brains | Morana Alač | Book | 2011-05-27 |
| Binocular Rivalry | David Alais, Randolph Blake | Book | 2004-11-01 |
| An Algebraic Framework to Represent Finite State Machines in Single-Layer Recurr... [NECO 7:5] | R. Alquézar, A. Sanfeliu | Article | 1995-09-01 |
| Four Types of Learning Curves [NECO 4:4] | Shun-ichi Amari, Naotake Fujita, Shigeru Shinomoto | Article | 1992-07-01 |
| Statistical Theory of Learning Curves under Entropic Loss Criterion [NECO 5:1] | Shun-ichi Amari, Noboru Murata | Article | 1993-01-01 |
| Introduction to Neural Networks, An | James A. Anderson | Book | 1995-03-16 |
| Neurocomputing | James A. Anderson, Edward Rosenfeld | Book | 1989-12-18 |
| Self-Organizing Maps with Asymmetric Neighborhood Function [NECO 19:9] | Takaaki Aoki, Toshio Aoyagi | Article | 2007-09-01 |
| The Handbook of Brain Theory and Neural Networks, Second Edition | Michael A. Arbib | Reference Work | 2002 |
| Vision, Brain, and Cooperative Computation | Michael A. Arbib, Allen R. Hanson | Book | 1990-01-24 |
| Language, Music, and the Brain | Michael A. Arbib | Book | 2013-07-26 |
| Essential Sources in the Scientific Study of Consciousness | Bernard J. Baars, William P. Banks, James B. Newman | Book | 2003-04-01 |
| Performance and Efficiency of Memetic Pittsburgh Learning Classifier Systems [EVCO 17:3] | Jaume Bacardit, Natalio Krasnogor | Article | 2009-09-01 |
| Contrastive Learning and Neural Oscillations [NECO 3:4] | Pierre Baldi, Fernando Pineda | Article | 1991-12-01 |
| Introduction to Natural Computation, An | Dana H. Ballard | Book | 1999-01-22 |
| Modeling the Evolution of Motivation [EVCO 4:3] | John Batali, William Noble Grundy | Article | 1996-09-01 |
| Rethinking Innateness | Elizabeth Bates, Jeffrey Elman, Mark H. Johnson, Annette Karmiloff-Smith, Domenico Parisi, Kim Plunkett | Book | 1997-11-28 |
| Advances in Synaptic Plasticity | Michel Baudry, Joel L. Davis, Richard F. Thompson | Book | 1999-11-12 |
| What Is Thought? | Eric B. Baum | Book | 2006-03-01 |
| What Size Net Gives Valid Generalization? [NECO 1:1] | Eric B. Baum, David Haussler | Article | 1989-03-01 |
| The Perceptron Algorithm is Fast for Nonmalicious Distributions [NECO 2:2] | Eric B. Baum | Article | 1990-06-01 |
| An Information-Maximization Approach to Blind Separation and Blind Deconvolution [NECO 7:6] | Anthony J. Bell, Terrence J. Sejnowski | Article | 1995-11-01 |
| Nonlocal Estimation of Manifold Structure [NECO 18:10] | Yoshua Bengio, Martin Monperrus, Hugo Larochelle | Article | 2006-10-01 |
| Toward Replacement Parts for the Brain | Theodore Berger, Dennis L. Glanzman | Book | 2005-06-01 |
| How Children Learn the Meanings of Words | Paul Bloom | Book | 2002-03-07 |
| Plasticity of Development | Steven Brauth, Robert J. Dooling, William S. Hall | Book | 1991-07-15 |
| Designing Sociable Robots | Cynthia Breazeal | Book | 2004-09-01 |
| Knowledge and Mind | Andrew Brook, Robert J. Stainton | Book | 2001-09-01 |
| Artificial Life IV | Rodney A. Brooks, Pattie Maes | Book | 1994-09-13 |
| Schools for Thought | John T. Bruer | Book | 1994-08-22 |
| Effortless Attention | Brian Bruya | Book | 2010-07-30 |
| On the Ordering Conditions for Self-Organizing Maps [NECO 7:2] | Marco Budinich, John G. Taylor | Article | 1995-03-01 |
| Advances in Kernel Methods | Christopher J.C. Burges, Bernhard Schölkopf, Alexander J. Smola | Book | 1998-12-17 |
| Learning Linear Threshold Approximations Using Perceptrons [NECO 7:2] | Tom Bylander | Article | 1995-03-01 |
| Handbook of Functional Neuroimaging of Cognition, Second Edition | Roberto Cabeza, Alan Kingstone | Reference Work | 2006 |
| The Handbook of Multisensory Processes | Gemma A. Calvert, Charles Spence, Barry E. Stein | Reference Work | 2004 |
| Cerebral Code, The | William H. Calvin | Book | 1998-02-06 |
| Pattern Recognition by Self-Organizing Neural Networks | Gail A. Carpenter, Stephen Grossberg | Book | 1991-04-18 |
