| Advances in Neural Information Processing Systems 19 | Bernhard Schölkopf, John Platt, Thomas Hofmann | Book | 2007-08-31 |
| Agnostic PAC Learning of Functions on Analog Neural Nets [NECO 7:5] | Wolfgang Maass | Article | 1995-09-01 |
| Algorithms for Deterministic Incremental Dependency Parsing [COLI 34:4] | Joakim Nivre | Article | 2008-12-01 |
| Backpropagation Applied to Handwritten Zip Code Recognition [NECO 1:4] | Y. LeCun, B. Boser, J. S. Denker, D. Henderson, R. E. Howard, W. Hubbard, L. D. Jackel | Article | 1989-12-01 |
| Changing Minds | Andrea diSessa | Book | 2001-10-01 |
| Coarse Coding Resource-Allocating Network [NECO 5:1] | Gustavo Deco, Jürgen Ebmeyer | Article | 1993-01-01 |
| Computability and Complexity | Neil Deaton Jones | Book | 1997-01-15 |
| Computational Developmental Psychology | Thomas R. Shultz | Book | 2003-05-01 |
| 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 |
| Dynamic Cell Structure Learns Perfectly Topology Preserving Map [NECO 7:4] | Jörg Bruske, Gerald Sommer | Article | 1995-07-01 |
| Evolving Combinatorial Problem Instances That Are Difficult to Solve [EVCO 14:4] | Jano I. van Hemert | Article | 2006-12-01 |
| From Animals to Animats 6 | Jean-Arcady Meyer, Alain Berthoz, Dario Floreano, Herbert L. Roitblat, Stewart W. Wilson | Book | 2000-08-21 |
| Generalizing Smoothness Constraints from Discrete Samples [NECO 2:2] | Chuanyi Ji, Robert R. Snapp, Demetri Psaltis | Article | 1990-06-01 |
| Global Networks | Linda M. Harasim | Book | 1993-08-02 |
| Goal-Driven Learning | Ashwin Ram, David Leake | Book | 1995-08-30 |
| The Handbook of Brain Theory and Neural Networks, Second Edition | Michael A. Arbib | Reference Work | 2002 |
| Hierarchical, Unsupervised Learning with Growing via Phase Transitions [NECO 8:2] | David Miller, Kenneth Rose | Article | 1996-02-01 |
| In Memoriam Laurence J. Fogel [EVCO 15:2] | Marc Schoenauer | Article | 2007-06-01 |
| Invitation to Cognitive Science, Second Edition, Volume 2, An | Stephen M. Kosslyn, Daniel N. Osherson | Book | 1995-10-16 |
| Knowledge-Based Neurocomputing | Ian Cloete, J M. Zurada | Book | 2000-02-25 |
| Learning and Generalization in Radial Basis Function Networks [NECO 7:5] | J. A. S. Freeman, D. Saad | Article | 1995-09-01 |
| Learning Complex, Extended Sequences Using the Principle of History Compression [NECO 4:2] | Jürgen Schmidhuber | Article | 1992-03-01 |
| Learning Factorial Codes by Predictability Minimization [NECO 4:6] | Jürgen Schmidhuber | Article | 1992-11-01 |
| Learning in Artificial Neural Networks: A Statistical Perspective [NECO 1:4] | Halbert White | Article | 1989-12-01 |
| Learning in the Recurrent Random Neural Network [NECO 5:1] | Erol Gelenbe | Article | 1993-01-01 |
| Learning Linear Threshold Approximations Using Perceptrons [NECO 7:2] | Tom Bylander | Article | 1995-03-01 |
| Measuring the VC-Dimension of a Learning Machine [NECO 6:5] | Vladimir Vapnik, Esther Levin, Yann Le Cun | Article | 1994-09-01 |
| Multilayer Perceptron Learning Optimized for On-Chip Implementation: A Noise-Rob... [NECO 4:3] | Alan F. Murray | Article | 1992-05-01 |
| The NEURON Simulation Environment [NECO 9:6] | M. L. Hines, N. T. Carnevale | Article | 1997-08-01 |
| On the Practical Applicability of VC Dimension Bounds [NECO 7:6] | Sean B. Holden, Mahesan Niranjan | Article | 1995-11-01 |
| Optimality-Theoretic Syntax | Géraldine Legendre, Jane Grimshaw, Sten Vikner | Book | 2001-04-02 |
| Performance and Efficiency of Memetic Pittsburgh Learning Classifier Systems [EVCO 17:3] | Jaume Bacardit, Natalio Krasnogor | Article | 2009-09-01 |
| Philosophy and AI | Robert Cummins, John L. Pollock | Book | 1995-08-28 |
| A Polynomial Time Algorithm for Generating Neural Networks for Pattern Classific... [NECO 5:2] | Somnath Mukhopadhyay, Asim Roy, Lark Sang Kim, Sandeep Govil | Article | 1993-03-01 |
| Production System Models of Learning and Development | David Klahr, Patrick W. Langley, Robert T. Neches | Book | 1987-01-26 |
| Regularization Theory and Neural Networks Architectures [NECO 7:2] | Federico Girosi, Michael Jones, Tomaso Poggio | Article | 1995-03-01 |
| Revision Theory of Truth, The | Anil Gupta, Nuel Belnap | Book | 1993-03-18 |
| Robot Shaping | Marco Dorigo, Marco Colombetti | Book | 1997-11-06 |
| Scientific Discovery | Patrick W. Langley, Gary Bradshaw, Herbert A. Simon, Jan M. Zytkow | Book | 1987-03-28 |
| Selection for Wandering Behavior in a Small Robot [ARTL 2:1] | Orazio Miglino, Kourosh Nafasi, Charles E. Taylor | Article | 1994-10-01 |
| Simple Genetic Algorithm, The | Michael D. Vose | Book | 1999-08-27 |
| A Simplified Neural-Network Solution through Problem Decomposition: The Case of ... [NECO 4:5] | Robert E. Jenkins, Ben P. Yuhas | Article | 1992-09-01 |
| Spatial Schemas and Abstract Thought | Merideth Gattis | Book | 2003-03-01 |
| Strategic Negotiation in Multiagent Environments | Sarit Kraus | Book | 2001-09-01 |
| Systems That Learn, Second Edition | Sanjay Jain, Daniel N. Osherson, James S. Royer, Arun Sharma | Book | 1999-02-12 |
| Theory and Practice of Discourse Parsing and Summarization, The | Daniel Marcu | Book | 2000-11-13 |
| Truth from Trash | Christopher J. Thornton | Book | 2002-02-07 |
| Vapnik-Chervonenkis Dimension Bounds for Two- and Three-Layer Networks [NECO 5:3] | Peter L. Bartlett | Article | 1993-05-01 |
| Visual Analogy | Barbara Maria Stafford | Book | 1999-09-24 |
