| Editorial Introduction to the Special Issue on Evolutionary Computer Vision [EVCO 16:4] | S. Cagnoni, E. Lutton, G. Olague | Article | 2008-12-01 |
| Introduction to the Special Issue [EVCO 2:1] | | Article | 1994-03-01 |
| Editorial Introduction [EVCO 4:1] | | Article | 1996-03-01 |
| A Complementarity Mechanism for Enhanced Pattern Processing [NECO 2:1] | James L. Adams | Article | 1990-03-01 |
| Four Types of Learning Curves [NECO 4:4] | Shun-ichi Amari, Naotake Fujita, Shigeru Shinomoto | Article | 1992-07-01 |
| Learning in Neural Networks with Material Synapses [NECO 6:5] | Daniel J. Amit, Stefano Fusi | Article | 1994-09-01 |
| 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 |
| Performance and Efficiency of Memetic Pittsburgh Learning Classifier Systems [EVCO 17:3] | Jaume Bacardit, Natalio Krasnogor | Article | 2009-09-01 |
| Shattered Self, The | Pierre Baldi | Book | 2002-09-09 |
| Contrastive Learning and Neural Oscillations [NECO 3:4] | Pierre Baldi, Fernando Pineda | Article | 1991-12-01 |
| Does Extra Knowledge Necessarily Improve Generalization? [NECO 8:1] | David Barber, David Saad | Article | 1996-01-01 |
| The VC Dimension and Pseudodimension of Two-Layer Neural Networks with Discrete ... [NECO 8:3] | Peter L. Bartlett, Robert C. Williamson | Article | 1996-04-01 |
| Rethinking Innateness | Elizabeth Bates, Jeffrey Elman, Mark H. Johnson, Annette Karmiloff-Smith, Domenico Parisi, Kim Plunkett | Book | 1997-11-28 |
| Controlling the Magnification Factor of Self-Organizing Feature Maps [NECO 8:4] | H.-U. Bauer, R. Der, M. Herrmann | Article | 1996-05-01 |
| What Is Thought? | Eric B. Baum | Book | 2006-03-01 |
| A Proposal for More Powerful Learning Algorithms [NECO 1:2] | Eric B. Baum | Article | 1989-06-01 |
| A Polynomial Time Algorithm That Learns Two Hidden Unit Nets [NECO 2:4] | Eric B. Baum | Article | 1990-12-01 |
| Learning Mixture Models of Spatial Coherence [NECO 5:2] | Suzanna Becker, Geoffrey E. Hinton | Article | 1993-03-01 |
| Toward a Theory of Evolution Strategies: Self-Adaptation [EVCO 3:3] | Hans-Georg Beyer | Article | 1995-09-01 |
| Guaranteed Learning Algorithm for Network with Units Having Periodic Threshold O... [NECO 2:4] | Mark J. Brady | Article | 1990-12-01 |
| On the Ordering Conditions for Self-Organizing Maps [NECO 7:2] | Marco Budinich, John G. Taylor | Article | 1995-03-01 |
| Sorting with Self-Organizing Maps [NECO 7:6] | Marco Budinich | Article | 1995-11-01 |
| A Self-Organizing Neural Network for the Traveling Salesman Problem That Is Comp... [NECO 8:2] | Marco Budinich | Article | 1996-02-01 |
| The Target Switch Algorithm: A Constructive Learning Procedure for Feed-Forward ... [NECO 7:6] | Colin Campbell, C. Perez Vicente | Article | 1995-11-01 |
| Arithmetic Perceptrons [NECO 7:1] | Sergio A. Cannas | Article | 1995-01-01 |
| Pattern Recognition by Self-Organizing Neural Networks | Gail A. Carpenter, Stephen Grossberg | Book | 1991-04-18 |
| Naturally Intelligent Systems | Maureen Caudill, Charles Butler | Book | 1992-09-08 |
| Neurocomputational Perspective, A | Paul M. Churchland | Book | 1992-04-22 |
| From Animals to Animats 3 | David Cliff, Phil Husbands, Jean-Arcady Meyer, Stewart W. Wilson | Book | 1994-07-27 |
| Knowledge-Based Neurocomputing | Ian Cloete, J M. Zurada | Book | 2000-02-25 |
| How Tight Are the Vapnik-Chervonenkis Bounds? [NECO 4:2] | David Cohn, Gerald Tesauro | Article | 1992-03-01 |
| Virtual Music | David Cope | Book | 2004-03-01 |
| Regularized Neural Networks: Some Convergence Rate Results [NECO 7:6] | Valentina Corradi, Halbert White | Article | 1995-11-01 |
| Metareasoning | Michael T. Cox, Anita Raja | Book | 2011-03-31 |
| Imitation in Animals and Artifacts | Kerstin Dautenhahn, Chrystopher L. Nehaniv | Book | 2002-05-21 |
| Decorrelated Hebbian Learning for Clustering and Function Approximation [NECO 7:2] | G. Deco, D. Obradovic | Article | 1995-03-01 |
| Semi-Algebraic Networks: An Attempt to Design Geometric Autopoietic Models [ARTL 2:2] | Guillaume Deffuant, Thierry Fuhs, Etienne Monneret, Paul Bourgine, Francisco Varela | Article | 1995-01-01 |
| An Algorithm for Building Regularized Piecewise Linear Discrimination Surfaces: ... [NECO 7:2] | Guillaume Deffuant | Article | 1995-03-01 |
| HAL's Legacy | Daniel C. Dennett, Ravi Iyer, David Kuck, Raymond Kurzweil, Doug Lenat, Joseph Olive, Rosalind W. Picard, Azriel Rosenfeld, Roger Schank, David G. Stork, David Wilkins | Book | 1998-02-06 |
| Changing Minds | Andrea diSessa | Book | 2001-10-01 |
| Genetic and Non-Genetic Operators in ALECSYS [EVCO 1:2] | Marco Dorigo | Article | 1993-06-01 |
| Robot Shaping | Marco Dorigo, Marco Colombetti | Book | 1997-11-06 |
| Toward Brain-Computer Interfacing | Guido Dornhege, José del R. Millán, Thilo Hinterberger, Dennis J. McFarland, Klaus-Robert Müller | Book | 2007-08-31 |
| Better Than Conscious? | Christoph Engel, Wolf Singer | Book | 2008-05-30 |
| Faster Learning for Dynamic Recurrent Backpropagation [NECO 2:3] | Yan Fang, Terrence J. Sejnowski | Article | 1990-09-01 |
| Diffusion Approximations for the Constant Learning Rate Backpropagation Algorith... [NECO 6:2] | William Finnoff | Article | 1994-03-01 |
| Reinforcement Learning Through Modulation of Spike-Timing-Dependent Synaptic Pla... [NECO 19:6] | Răzvan V. Florian | Article | 2007-06-01 |
| Learning the Initial State of a Second-Order Recurrent Neural Network during Reg... [NECO 7:5] | Mikel L. Forcada, Rafael C. Carrasco | Article | 1995-09-01 |
| Learning and Generalization in Radial Basis Function Networks [NECO 7:5] | J. A. S. Freeman, D. Saad | Article | 1995-09-01 |
