| Mental Leaps | Keith J. Holyoak, Paul Thagard | Book | 1996-01-31 |
| A Self-Organizing Neural Network for the Traveling Salesman Problem That Is Comp... [NECO 8:2] | Marco Budinich | Article | 1996-02-01 |
| Syntactica | Richard K. Larson, David S. Warren, Juliana Freire de Lima e Silva, Konstantinos Sagonas | Book | 1996-02-15 |
| Resource Allocation as an Evolving Strategy [EVCO 4:1] | Sverrir Olafsson | Article | 1996-03-01 |
| Editorial Introduction [EVCO 4:1] | | Article | 1996-03-01 |
| Toward a Science of Consciousness | Stuart R. Hameroff, Alfred W. Kaszniak, Alwyn C. Scott | Book | 1996-03-26 |
| Attention and Performance XVI | Inui Toshio, James L. McClelland | Book | 1996-04-24 |
| Controlling the Magnification Factor of Self-Organizing Feature Maps [NECO 8:4] | H.-U. Bauer, R. Der, M. Herrmann | Article | 1996-05-01 |
| Semilinear Predictability Minimization Produces Well-Known Feature Detectors [NECO 8:4] | Jürgen Schmidhuber, Martin Eldracher, Bernhard Foltin | Article | 1996-05-01 |
| Connectionism and the Philosophy of Psychology | Terence E. Horgan, John Tienson | Book | 1996-05-17 |
| Darwinism Evolving | David J. Depew, Bruce H. Weber | Book | 1996-06-03 |
| Generative Theory of Tonal Music, A | Fred Lerdahl, Ray S. Jackendoff | Book | 1996-06-03 |
| Catching Ourselves in the Act | Horst Hendriks-Jansen | Book | 1996-06-06 |
| Trouble with Computers, The | Thomas K. Landauer | Book | 1996-06-06 |
| Starmaking | Peter J. McCormick | Book | 1996-06-19 |
| Theory and Evidence | Barbara Koslowski | Book | 1996-07-01 |
| Genetic Programming 1996 | John R. Koza, David E. Goldberg, David B. Fogel, Rick L. Riolo | Book | 1996-07-08 |
| Moths to the Flame | Gregory J. E. Rawlins | Book | 1996-08-01 |
| Human Semantic Potential, The | Terry Regier | Book | 1996-09-01 |
| Is There Another New Factor in Evolution? [EVCO 4:3] | Inman Harvey | Article | 1996-09-01 |
| Landscapes, Learning Costs, and Genetic Assimilation [EVCO 4:3] | Giles Mayley | Article | 1996-09-01 |
| Dimensions of Creativity | Margaret A. Boden | Book | 1996-09-01 |
| Foundations of Neural Networks, Fuzzy Systems, and Knowledge Engineering | Nikola Kasabov | Book | 1996-10-11 |
| Conversations in the Cognitive Neurosciences | Michael S. Gazzaniga | Book | 1996-11-01 |
| Coordinating Distributed Objects | Svend Frolund | Book | 1996-11-01 |
| Growing Artificial Societies | Joshua M. Epstein, Robert L. Axtell | Book | 1996-11-15 |
| A Measure of Landscapes [EVCO 4:4] | Wim Hordijk | Article | 1996-12-01 |
| The Ontological Basis of Strong Artificial Life [ARTL 3:1] | Eric T. Olson | Article | 1997-01-01 |
| Is Neural Darwinism Darwinism? [ARTL 3:1] | Terry Van Belle | Article | 1997-01-01 |
| Artificial Evolution [ARTL 3:1] | George R. vB. Ennenga | Article | 1997-01-01 |
| Logical Journey, A | Hao Wang | Book | 1997-01-10 |
| Computability and Complexity | Neil Deaton Jones | Book | 1997-01-15 |
| Artificial Life | Christopher G. Langton | Book | 1997-01-22 |
| Gateways to Knowledge | Lawrence Dowler | Book | 1997-02-01 |
| Without Miracles | Gary A. Cziko | Book | 1997-02-07 |
| Empirical Investigation of the Benefits of Partial Lamarckianism [EVCO 5:1] | Christopher R. Houck, Jeffery A. Joines, Michael G. Kay, James R. Wilson | Article | 1997-03-01 |
| New Methods for Competitive Coevolution [EVCO 5:1] | Christopher D. Rosin, Richard K. Belew | Article | 1997-03-01 |
| Recent Advances in Evolvable Systems-ICES 96 (International Conference on Evolva... [EVCO 5:1] | Ian Frank, Bernard Manderick, Tetsuya Higuchi | Article | 1997-03-01 |
| Mind Design II | John Haugeland | Book | 1997-03-01 |
| Editorial Introduction [EVCO 5:1] | | Article | 1997-03-01 |
| Abstract Genetic Representation of Dynamical Neural Networks Using Kauffman Netw... [ARTL 3:2] | Ian Robert East, Jon Rowe | Article | 1997-04-01 |
| Evolutionary Stagnation Due to Pattern-Pattern Interactions in a Coevolutionary ... [ARTL 3:2] | Nicholas J. Savill, Paulien Hogeweg | Article | 1997-04-01 |
| Evolutionary Transitions and Artificial Life [ARTL 3:2] | John Stewart | Article | 1997-04-01 |
| Exercises in Rethinking Innateness | Kim Plunkett, Jeffrey Elman | Book | 1997-04-25 |
| Semblance of Subjectivity, The | Tom Huhn, Lambert Zuidervaart | Book | 1997-04-25 |
| Mind and Brain Sciences in the 21st Century | Robert L. Solso | Book | 1997-05-23 |
| Evolution of Communication, The | Marc D. Hauser | Book | 1997-05-27 |
| Learning to Control the Program Evolution Process with Cultural Algorithms [EVCO 5:2] | Elena Zannoni, Robert G. Reynolds | Article | 1997-06-01 |
| Queer Science | Simon LeVay | Book | 1997-06-06 |
| Models of Bounded Rationality, Volume 3 | Herbert A. Simon | Book | 1997-06-27 |
