| Accessing and Browsing Information and Communication | Ronald E. Rice, Maureen McCreadie, Shan-Ju L. Chang | Book | 2001-09-01 |
| Activation Functions, Computational Goals, and Learning Rules for Local Processo... [NECO 9:4] | Jim Kay, W. A. Phillips | Article | 1997-05-01 |
| Adaptation in Natural and Artificial Systems | John H. Holland | Book | 1992-04-29 |
| Adaptive Online Learning Algorithms for Blind Separation: Maximum Entropy and Mi... [NECO 9:7] | Howard Hua Yang, Shun-ichi Amari | Article | 1997-07-01 |
| Advances in Genetic Programming, Volume 3 | Lee Spector, William B. Langdon, Una-May O'Reilly, Peter J. Angeline | Book | 1999-07-16 |
| Advances in Neural Information Processing Systems 19 | Bernhard Schölkopf, John Platt, Thomas Hofmann | Book | 2007-08-31 |
| Advances in the Evolutionary Synthesis of Intelligent Agents | Mukesh Patel, Vasant Honavar, Karthik Balakrishnan | Book | 2001-03-05 |
| Advice for a Young Investigator | Santiago Ramón y Cajal | Book | 2004-04-01 |
| Agnostic PAC Learning of Functions on Analog Neural Nets [NECO 7:5] | Wolfgang Maass | Article | 1995-09-01 |
| An Algorithm for Building Regularized Piecewise Linear Discrimination Surfaces: ... [NECO 7:2] | Guillaume Deffuant | Article | 1995-03-01 |
| Arithmetic Perceptrons [NECO 7:1] | Sergio A. Cannas | Article | 1995-01-01 |
| An Augmented Extended Kalman Filter Algorithm for Complex-Valued Recurrent Neura... [NECO 19:4] | Su Lee Goh, Danilo P. Mandic | Article | 2007-04-01 |
| Better Than Conscious? | Christoph Engel, Wolf Singer | Book | 2008-05-30 |
| Beyond the Cognitive Map | A. David Redish | Book | 1999-07-16 |
| The Bootstrap Widrow–Hoff Rule as a Cluster-Formation Algorithm [NECO 2:3] | Geoffrey E. Hinton, Steven J. Nowlan | Article | 1990-09-01 |
| Changing Minds | Andrea diSessa | Book | 2001-10-01 |
| Classroom Lessons | Kate McGilly | Book | 1996-01-31 |
| Cognitive Modeling | Thad Polk, Colleen Seifert | Book | 2002-08-15 |
| Comparative Approaches to Cognitive Science | Herbert L. Roitblat, Jean-Arcady Meyer | Book | 1995-12-14 |
| Comparison of Some Neural Network and Scattered Data Approximations: The Inverse... [NECO 6:3] | Dimitry Gorinevsky, Thomas H. Connolly | Article | 1994-05-01 |
| A Complementarity Mechanism for Enhanced Pattern Processing [NECO 2:1] | James L. Adams | Article | 1990-03-01 |
| Computational Explorations in Cognitive Neuroscience | Randall C. O'Reilly, Randall C. O'Reilly, Yuko Munakata | Book | 2000-09-04 |
| Computational Learning Theory and Natural Learning Systems, Volume 3 | Thomas Petsche, Stephen José Hanson, Jude Shavlik | Book | 1995-04-27 |
| Computational Learning Theory and Natural Learning Systems, Volume 2 | Stephen José Hanson, Michael J. Kearns, Thomas Petsche, Ronald L. Rivest | Book | 1994-06-29 |
| Computer Viruses as Artificial Life [ARTL 1:3] | Eugene H. Spafford | Article | 1994-04-01 |
| Computing the Karhunen-Loeve Expansion with a Parallel, Unsupervised Filter Syst... [NECO 4:3] | Reiner Lenz, Mats Österberg | Article | 1992-05-01 |
| Connectionism and the Philosophy of Psychology | Terence E. Horgan, John Tienson | Book | 1996-05-17 |
| A Connectionist Computational Model for Epistemic and Temporal Reasoning [NECO 18:7] | Artur S. d'Avila Garcez, Luís C. Lamb | Article | 2006-07-01 |
| Connections and Symbols | Steven Pinker, Jacques Mehler | Book | 1988-06-20 |
| Contrastive Learning and Neural Oscillations [NECO 3:4] | Pierre Baldi, Fernando Pineda | Article | 1991-12-01 |
| Controlling the Magnification Factor of Self-Organizing Feature Maps [NECO 8:4] | H.-U. Bauer, R. Der, M. Herrmann | Article | 1996-05-01 |
| A Convergence Result for Learning in Recurrent Neural Networks [NECO 6:3] | Chung-Ming Kuan, Kurt Hornik, Halbert White | Article | 1994-05-01 |
| Decorrelated Hebbian Learning for Clustering and Function Approximation [NECO 7:2] | G. Deco, D. Obradovic | Article | 1995-03-01 |
| 2-Degree-of-freedom Robot Path Planning using Cooperative Neural Fields [NECO 3:3] | Michael Lemmon | Article | 1991-09-01 |
| Design of Animal Communication, The | Marc D. Hauser, Mark Konishi | Book | 2003-03-01 |
| Deterministic Boltzmann Learning Performs Steepest Descent in Weight-Space [NECO 1:1] | Geoffrey E. Hinton | Article | 1989-03-01 |
| Diffusion Approximations for the Constant Learning Rate Backpropagation Algorith... [NECO 6:2] | William Finnoff | Article | 1994-03-01 |
| Distributed Cognition and the Will | Don Ross, David Spurrett, Harold Kincaid, G. Lynn Stephens | Book | 2007-09-30 |
| Does Extra Knowledge Necessarily Improve Generalization? [NECO 8:1] | David Barber, David Saad | Article | 1996-01-01 |
| Dynamics of Learning Near Singularities in Layered Networks [NECO 20:3] | Haikun Wei, Jun Zhang, Florent Cousseau, Tomoko Ozeki, Shun-ichi Amari | Article | 2008-03-01 |
| Editorial Introduction [EVCO 4:1] | | Article | 1996-03-01 |
| Editorial Introduction to the Special Issue on Evolutionary Computer Vision [EVCO 16:4] | S. Cagnoni, E. Lutton, G. Olague | Article | 2008-12-01 |
| The Effects of Precision Constraints in a Backpropagation Learning Network [NECO 2:3] | Paul W. Hollis, John S. Harper, John J. Paulos | Article | 1990-09-01 |
| An Efficient Gradient-Based Algorithm for On-Line Training of Recurrent Network ... [NECO 2:4] | Ronald J. Williams, Jing Peng | Article | 1990-12-01 |
| Elements of Artificial Neural Networks | Kishan Mehrotra, Chilukuri Mohan, Sanjay Ranka | Book | 1996-10-11 |
| Elman Backpropagation as Reinforcement for Simple Recurrent Networks [NECO 19:11] | André Grüning | Article | 2007-11-01 |
| Embodied Music Cognition and Mediation Technology | Marc Leman | Book | 2007-09-18 |
| Experiments with AdaBoost.RT, an Improved Boosting Scheme for Regression [NECO 18:7] | D. L. Shrestha, D. P. Solomatine | Article | 2006-07-01 |
| Explorations in Parallel Distributed Processing - Macintosh version | James L. McClelland, David E. Rumelhart | Book | 1989-10-13 |
| Fast Exact Multiplication by the Hessian [NECO 6:1] | Barak A. Pearlmutter | Article | 1994-01-01 |
