| Brainstorms | Daniel C. Dennett | Book | 1981-07-13 |
| Scientific Discovery | Patrick W. Langley, Gary Bradshaw, Herbert A. Simon, Jan M. Zytkow | Book | 1987-03-28 |
| Parallel Distributed Processing, Volume 1 | David E. Rumelhart, James L. McClelland, PDP Research Group | Book | 1987-07-29 |
| How to Generate Ordered Maps by Maximizing the Mutual Information between Input ... [NECO 1:3] | Ralph Linsker | Article | 1989-09-01 |
| Learning in Artificial Neural Networks: A Statistical Perspective [NECO 1:4] | Halbert White | Article | 1989-12-01 |
| Towards a Theory of Early Visual Processing [NECO 2:3] | Joseph J. Atick, A. Norman Redlich | Article | 1990-09-01 |
| Information-Based Objective Functions for Active Data Selection [NECO 4:4] | David J. C. MacKay | Article | 1992-07-01 |
| Local Synaptic Learning Rules Suffice to Maximize Mutual Information in a Linear... [NECO 4:5] | Ralph Linsker | Article | 1992-09-01 |
| How to Incorporate New Pattern Pairs without Having to Teach the Previously Acqu... [NECO 4:6] | H. M. Wabgaonkar, A. R. Stubberud | Article | 1992-11-01 |
| Complexity Optimized Data Clustering by Competitive Neural Networks [NECO 5:1] | Joachim Buhmann, Hans Kühnel | Article | 1993-01-01 |
| Clustering Data by Melting [NECO 5:1] | Yiu-fai Wong | Article | 1993-01-01 |
| Generalization and Approximation Capabilities of Multilayer Networks [NECO 5:1] | Yoshikane Takahashi | Article | 1993-01-01 |
| Language, Music, and Mind | Diana Raffman | Book | 1993-03-02 |
| Universal Approximation by Phase Series and Fixed-Weight Networks [NECO 5:3] | Neil E. Cotter, Peter R. Conwell | Article | 1993-05-01 |
| Global Networks | Linda M. Harasim | Book | 1993-08-02 |
| Dynamic Systems Approach to Development: Applications, A | Linda B. Smith, Esther Thelen | Book | 1993-09-21 |
| Psychology of Proof, The | Lance J. Rips | Book | 1994-03-08 |
| On Modeling Life [ARTL 1:4] | Chris Adami | Article | 1994-07-01 |
| White Queen Psychology and Other Essays for Alice | Ruth Garrett Millikan | Book | 1995-03-02 |
| Bayesian Self-Organization Driven by Prior Probability Distributions [NECO 7:3] | Alan L. Yuille, Stelios M. Smirnakis, Lei Xu | Article | 1995-05-01 |
| Designing Information Technology in the Postmodern Age | Richard Coyne | Book | 1995-09-28 |
| Invitation to Cognitive Science, Second Edition, Volume 3, An | Edward E. Smith, Daniel N. Osherson | Book | 1995-10-16 |
| Hierarchical, Unsupervised Learning with Growing via Phase Transitions [NECO 8:2] | David Miller, Kenneth Rose | Article | 1996-02-01 |
| Syntactica | Richard K. Larson, David S. Warren, Juliana Freire de Lima e Silva, Konstantinos Sagonas | Book | 1996-02-15 |
| Attention and Performance XVI | Inui Toshio, James L. McClelland | Book | 1996-04-24 |
| Trouble with Computers, The | Thomas K. Landauer | Book | 1996-06-06 |
| Moths to the Flame | Gregory J. E. Rawlins | Book | 1996-08-01 |
| Language and Space | Paul Bloom, Merrill F. Garrett, Lynn Nadel, Mary A. Peterson | Book | 1996-09-01 |
| Foundations of Neural Networks, Fuzzy Systems, and Knowledge Engineering | Nikola Kasabov | Book | 1996-10-11 |
| Gateways to Knowledge | Lawrence Dowler | Book | 1997-02-01 |
| Exercises in Rethinking Innateness | Kim Plunkett, Jeffrey Elman | Book | 1997-04-25 |
| Models of Bounded Rationality, Volume 3 | Herbert A. Simon | Book | 1997-06-27 |
| Timing of Behavior | David A. Rosenbaum, Charles E. Collyer | Book | 1998-07-24 |
| Darwinian Dominion | Lewis Petrinovich | Book | 1998-11-26 |
| Beyond the Cognitive Map | A. David Redish | Book | 1999-07-16 |
| Conceptual Spaces | Peter Gärdenfors | Book | 2000-03-20 |
| Systems, Experts, and Computers | Agatha C. Hughes, Thomas P. Hughes | Book | 2000-08-07 |
| Computational Vision | Hanspeter A. Mallot | Book | 2000-10-16 |
| Theory and Practice of Discourse Parsing and Summarization, The | Daniel Marcu | Book | 2000-11-13 |
| Virtual Score, The | Walter B. Hewlett, Eleanor Selfridge-Field | Book | 2001-07-01 |
| Mechanics of Robotic Manipulation | Matthew T. Mason | Book | 2001-08-01 |
| Accessing and Browsing Information and Communication | Ronald E. Rice, Maureen McCreadie, Shan-Ju L. Chang | Book | 2001-09-01 |
| Knowledge in Action | Raymond Reiter | Book | 2001-09-01 |
| Understanding Intelligence | Rolf Pfeifer, Christian Scheier | Book | 2001-09-01 |
| Changing Minds | Andrea diSessa | Book | 2001-10-01 |
| Truth from Trash | Christopher J. Thornton | Book | 2002-02-07 |
| Dynamics in Action | Alicia Juarrero | Book | 2002-02-07 |
| Relationships in the Organization of Knowledge [COLI 28:1] | Gregory Grefenstette | Article | 2002-03-01 |
| Essays on Nonconceptual Content | York Gunther | Book | 2003-02-01 |
| Design of Animal Communication, The | Marc D. Hauser, Mark Konishi | Book | 2003-03-01 |
