| Editor's Introduction: Special Issue on Highlights of the AlifelV Conference [ARTL 1:4] | Christopher G. Langton | Article | 1994-07-01 |
| Subassembly Generation via Mechanical Conformational Switches [ARTL 2:4] | Kazuhiro Saitou, Mark J. Jakiela | Article | 1995-07-01 |
| Conjugate Schema and Basis Representation of Crossover and Mutation Operators [EVCO 6:2] | Sanza T. Kazadi | Article | 1998-06-01 |
| Estimating the Ratios of the Stationary Distribution Values for Markov Chains Mo... [EVCO 17:3] | Boris Mitavskiy, Chris Cannings | Article | 2009-09-01 |
| An Extension of Geiringer's Theorem for a Wide Class of Evolutionary Search Algo... [EVCO 14:1] | Boris Mitavskiy, Jonathan Rowe | Article | 2006-03-01 |
| Genetic Algorithms as Global Random Search Methods: An Alternative Perspective [EVCO 3:1] | Charles C. Peck, Atam P. Dhawan | Article | 1995-03-01 |
| Crossover Invariant Subsets of the Search Space for Evolutionary Algorithms [EVCO 12:1] | Boris Mitavskiy | Article | 2004-01-01 |
| Unification as Constraint Satisfaction in Structured Connectionist Networks [NECO 1:4] | Andreas Stolcke | Article | 1989-12-01 |
| Generalization Effects of k-Neighbor Interpolation Training [NECO 3:3] | Takeshi Kawabata | Article | 1991-09-01 |
| Temporal Evolution of Generalization during Learning in Linear Networks [NECO 3:4] | Pierre Baldi, Yves Chauvin | Article | 1991-12-01 |
| Approximation and Radial-Basis-Function Networks [NECO 5:2] | Jooyoung Park, Irwin W. Sandberg | Article | 1993-03-01 |
| Arbitrary Elastic Topologies and Ocular Dominance [NECO 5:3] | Peter Dayan | Article | 1993-05-01 |
| Signals and Boundaries | John H. Holland | Book | 2012-08-31 |
| Optimality-Theoretic Syntax | Géraldine Legendre, Jane Grimshaw, Sten Vikner | Book | 2001-04-02 |
| Sweet Anticipation | David Huron | Book | 2006-05-01 |
| Individual and Collective Memory Consolidation | Thomas J. Anastasio, Kristen Ann Ehrenberger, Patrick Watson, Wenyi Zhang | Book | 2012-04-16 |
| Adaptation in Natural and Artificial Systems | John H. Holland | Book | 1992-04-29 |
| Attention and Performance XVI | Inui Toshio, James L. McClelland | Book | 1996-04-24 |
| Conceptual Spaces | Peter Gärdenfors | Book | 2000-03-20 |
| Connections and Symbols | Steven Pinker, Jacques Mehler | Book | 1988-06-20 |
| Design of Animal Communication, The | Marc D. Hauser, Mark Konishi | Book | 2003-03-01 |
| Genetic Programming 1996 | John R. Koza, David E. Goldberg, David B. Fogel, Rick L. Riolo | Book | 1996-07-08 |
| Induction | John H. Holland, Keith J. Holyoak, Richard E. Nisbett, Paul Thagard | Book | 1989-03-03 |
| Introduction to Genetic Algorithms, An | Melanie Mitchell | Book | 1998-02-06 |
| Microcognition | Andy Clark | Book | 1991-02-05 |
| Neural Correlates of Consciousness | Thomas Metzinger | Book | 2000-09-04 |
| Parallel Distributed Processing, Volume 2 | James L. McClelland, David E. Rumelhart, PDP Research Group | Book | 1987-07-29 |
| Participating in Explanatory Dialogues | Johanna D. Moore | Book | 1994-11-04 |
| Explorations in Parallel Distributed Processing - Macintosh version | James L. McClelland, David E. Rumelhart | Book | 1989-10-13 |
| Representations, Targets, and Attitudes | Robert Cummins | Book | 1996-01-23 |
| Simple Genetic Algorithm, The | Michael D. Vose | Book | 1999-08-27 |
| Toward a Science of Consciousness | Stuart R. Hameroff, Alfred W. Kaszniak, Alwyn C. Scott | Book | 1996-03-26 |
| The Handbook of Brain Theory and Neural Networks, Second Edition | Michael A. Arbib | Reference Work | 2002 |
