| Induction | John H. Holland, Keith J. Holyoak, Keith J. Holyoak, Richard E. Nisbett, Paul Thagard | Book | 1989-03-03 |
| Neurocomputing | James A. Anderson, Edward Rosenfeld | Book | 1989-12-18 |
| Vision, Brain, and Cooperative Computation | Michael A. Arbib, Allen R. Hanson | Book | 1990-01-24 |
| Active Perception and Reinforcement Learning [NECO 2:4] | Steven D. Whitehead, Dana H. Ballard | Article | 1990-12-01 |
| Explaining Behavior | Fred Dretske | Book | 1991-02-05 |
| Plasticity of Development | Steven Brauth, Robert J. Dooling, William S. Hall | Book | 1991-07-15 |
| Neural Networks and Natural Intelligence | Stephen Grossberg | Book | 1992-04-22 |
| From Animals to Animats 2 | Jean-Arcady Meyer, Herbert L. Roitblat, Stewart W. Wilson | Book | 1993-04-13 |
| Improving Generalization for Temporal Difference Learning: The Successor Represe... [NECO 5:4] | Peter Dayan | Article | 1993-07-01 |
| Global Networks | Linda M. Harasim | Book | 1993-08-02 |
| Foundations of Cognitive Science, The | Michael I. Posner | Book | 1993-08-23 |
| Intelligent Behavior in Animals and Robots | David Mcfarland, Tom Bösser | Book | 1993-09-28 |
| Odyssey in Learning and Perception, An | Eleanor J. Gibson | Book | 1994-02-03 |
| ZCS: A Zeroth Level Classifier System [EVCO 2:1] | Stewart W. Wilson | Article | 1994-03-01 |
| Is a Learning Classifier System a Type of Neural Network? [EVCO 2:1] | Robert E. Smith, H. Brown Cribbs III | Article | 1994-03-01 |
| Introduction to the Special Issue [EVCO 2:1] | | Article | 1994-03-01 |
| Alopex: A Correlation-Based Learning Algorithm for Feedforward and Recurrent Neu... [NECO 6:3] | K. P. Unnikrishnan, K. P. Venugopal | Article | 1994-05-01 |
| Egrets of a Feather Flock Together [ARTL 1:4] | Yukihiko Toquenaga, Isamu Kajitani, Tsutomu Hoshino | Article | 1994-07-01 |
| From Animals to Animats 3 | David Cliff, Phil Husbands, Jean-Arcady Meyer, Stewart W. Wilson | Book | 1994-07-27 |
| Memory Exploitation in Learning Classifier Systems [EVCO 2:3] | Robert E. Smith | Article | 1994-09-01 |
| Artificial Life IV | Rodney A. Brooks, Pattie Maes | Book | 1994-09-13 |
| Psychologists in Word and Image | Nicholas Wade | Book | 1995-03-31 |
| Computational Learning Theory and Natural Learning Systems, Volume 3 | Thomas Petsche, Stephen José Hanson, Jude Shavlik | Book | 1995-04-27 |
| Local and Global Optimization Algorithms for Generalized Learning Automata [NECO 7:5] | V. V. Phansalkar, M. A. L. Thathachar | Article | 1995-09-01 |
| Psychology | Gregory A. Kimble | Book | 1995-11-21 |
| Connectionism and the Philosophy of Psychology | Terence E. Horgan, John Tienson | Book | 1996-05-17 |
| Genetic Programming 1996 | John R. Koza, David E. Goldberg, David B. Fogel, Rick L. Riolo | Book | 1996-07-08 |
| Modeling the Evolution of Motivation [EVCO 4:3] | John Batali, William Noble Grundy | Article | 1996-09-01 |
| Conversations in the Cognitive Neurosciences | Michael S. Gazzaniga | Book | 1996-11-01 |
| A Mobile Robot That Learns Its Place [NECO 9:3] | Sageev Oore, Geoffrey E. Hinton, Gregory Dudek | Article | 1997-03-01 |
| Similarity, Connectionism, and the Problem of Representation in Vision [NECO 9:4] | Shimon Edelman, Sharon Duvdevani-Bar | Article | 1997-05-01 |
| Correction to “Lower Bounds on VC-Dimension of Smoothly Parameterized Function C... [NECO 9:4] | Wee Sun Lee, Peter L. Bartlett, Robert C. Williamson | Article | 1997-05-01 |
| Lower Bound on VC-Dimension by Local Shattering [NECO 9:4] | Yossi Erlich, Dan Chazan, Scott Petrack, Avraham Levy | Article | 1997-05-01 |
| SEEMORE: Combining Color, Shape, and Texture Histogramming in a Neurally Inspire... [NECO 9:4] | Bartlett W. Mel | Article | 1997-05-01 |
| Physiological Gain Leads to High ISI Variability in a Simple Model of a Cortical... [NECO 9:5] | Todd W. Troyer, Kenneth D. Miller | Article | 1997-07-01 |
| Mean-Field Theory for Batched TD(λ) [NECO 9:7] | Fernando J. Pineda | Article | 1997-07-01 |
| Introduction to Natural Computation, An | Dana H. Ballard | Book | 1999-01-22 |
| Systems That Learn, Second Edition | Sanjay Jain, Daniel N. Osherson, James S. Royer, Arun Sharma | Book | 1999-02-12 |
| Systems, Experts, and Computers | Agatha C. Hughes, Thomas P. Hughes | Book | 2000-08-07 |
| Evolution of Cognition, The | Cecilia Heyes, Ludwig Huber | Book | 2000-08-11 |
| From Animals to Animats 6 | Jean-Arcady Meyer, Alain Berthoz, Dario Floreano, Herbert L. Roitblat, Stewart W. Wilson | Book | 2000-08-21 |
| Computational Explorations in Cognitive Neuroscience | Randall C. O'Reilly, Randall C. O'Reilly, Yuko Munakata | Book | 2000-09-04 |
| Neural Correlates of Consciousness | Thomas Metzinger | Book | 2000-09-04 |
| Adaptive Dynamics | John E. R. Staddon | Book | 2001-05-14 |
| Strategic Negotiation in Multiagent Environments | Sarit Kraus | Book | 2001-09-01 |
| Understanding Intelligence | Rolf Pfeifer, Christian Scheier | Book | 2001-09-01 |
| The Handbook of Brain Theory and Neural Networks, Second Edition | Michael A. Arbib | Reference Work | 2002 |
| Perceptual Learning | Manfred Fahle, Tomaso A. Poggio | Book | 2002-04-30 |
| Imitation in Animals and Artifacts | Kerstin Dautenhahn, Chrystopher L. Nehaniv | Book | 2002-05-21 |
| Bounded Rationality | Gerd Gigerenzer, Reinhard Selten | Book | 2002-08-07 |
