| Brainstorms | Daniel C. Dennett | Book | 1981-07-13 |
| Production System Models of Learning and Development | David Klahr, Patrick W. Langley, Robert T. Neches | Book | 1987-01-26 |
| Parallel Distributed Processing, Volume 1 | David E. Rumelhart, James L. McClelland, PDP Research Group | Book | 1987-07-29 |
| Perspectives in Memory Research | Michael S. Gazzaniga | Book | 1988-09-22 |
| Induction | John H. Holland, Keith J. Holyoak, Keith J. Holyoak, Richard E. Nisbett, Paul Thagard | Book | 1989-03-03 |
| A Proposal for More Powerful Learning Algorithms [NECO 1:2] | Eric B. Baum | Article | 1989-06-01 |
| A Possible Neural Mechanism for Computing Shape From Shading [NECO 1:2] | Alex Pentland | Article | 1989-06-01 |
| Asymptotic Convergence of Backpropagation [NECO 1:3] | Gerald Tesauro, Yu He, Subutai Ahmad | Article | 1989-09-01 |
| The Vapnik-Chervonenkis Dimension: Information versus Complexity in Learning [NECO 1:3] | Yaser S. Abu-Mostafa | Article | 1989-09-01 |
| Explorations in Parallel Distributed Processing - Macintosh version | James L. McClelland, David E. Rumelhart | Book | 1989-10-13 |
| 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 |
| Vision, Brain, and Cooperative Computation | Michael A. Arbib, Allen R. Hanson | Book | 1990-01-24 |
| Generalized Deformable Models, Statistical Physics, and Matching Problems [NECO 2:1] | Alan L. Yuille | Article | 1990-03-01 |
| VLSI Implementation of Neural Classifiers [NECO 2:1] | Arun Rao, Mark R. Walker, Lawrence T. Clark, L. A. Akers, R. O. Grondin | Article | 1990-03-01 |
| Visual Perception of Three-Dimensional Motion [NECO 2:2] | David J. Heeger, Allan Jepson | Article | 1990-06-01 |
| Distributed Symbolic Representation of Visual Shape [NECO 2:2] | Eric Saund | Article | 1990-06-01 |
| Generalizing Smoothness Constraints from Discrete Samples [NECO 2:2] | Chuanyi Ji, Robert R. Snapp, Demetri Psaltis | Article | 1990-06-01 |
| The Upstart Algorithm: A Method for Constructing and Training Feedforward Neural... [NECO 2:2] | Marcus Frean | Article | 1990-06-01 |
| The Perceptron Algorithm is Fast for Nonmalicious Distributions [NECO 2:2] | Eric B. Baum | Article | 1990-06-01 |
| Simulating Visual Attention [JOCN 2:3] | Peter A. Sandon | Article | 1990-07-01 |
| The Bootstrap Widrow–Hoff Rule as a Cluster-Formation Algorithm [NECO 2:3] | Geoffrey E. Hinton, Steven J. Nowlan | Article | 1990-09-01 |
| Exhaustive Learning [NECO 2:3] | D. B. Schwartz, V. K. Samalam, Sara A. Solla, J. S. Denker | Article | 1990-09-01 |
| Visual Object Representation: Interpreting Neurophysiological Data within a Comp... [JOCN 2:4] | David C. Plaut, Martha J. Farah, Martha J. Farah | Article | 1990-10-01 |
| How to Solve the N Bit Encoder Problem with Just Two Hidden Units [NECO 2:4] | Leonid Kruglyak | Article | 1990-12-01 |
| Active Perception and Reinforcement Learning [NECO 2:4] | Steven D. Whitehead, Dana H. Ballard | Article | 1990-12-01 |
| Discovering the Structure of a Reactive Environment by Exploration [NECO 2:4] | Michael C. Mozer, Jonathan Bachrach | Article | 1990-12-01 |
| Deformable Templates for Face Recognition [JOCN 3:1] | Alan L. Yuille | Article | 1991-01-01 |
| Modularity in Knowledge Representation and Natural-Language Understanding | Jay L. Garfield | Book | 1991-02-05 |
| Adaptive Mixtures of Local Experts [NECO 3:1] | Robert A. Jacobs, Michael I. Jordan, Steven J. Nowlan, Geoffrey E. Hinton | Article | 1991-03-01 |
| Efficient Training of Artificial Neural Networks for Autonomous Navigation [NECO 3:1] | Dean A. Pomerleau | Article | 1991-03-01 |
| Pattern Recognition by Self-Organizing Neural Networks | Gail A. Carpenter, Stephen Grossberg | Book | 1991-04-18 |
| On the Convergence of the LMS Algorithm with Adaptive Learning Rate for Linear F... [NECO 3:2] | Zhi-Quan Luo | Article | 1991-06-01 |
| Universal Approximation Using Radial-Basis-Function Networks [NECO 3:2] | J. Park, I. W. Sandberg | Article | 1991-06-01 |
| A Practical Approach for Representing Context and for Performing Word Sense Disa... [NECO 3:3] | Stephen I. Gallant | Article | 1991-09-01 |
| FIR and IIR Synapses, a New Neural Network Architecture for Time Series Modeling [NECO 3:3] | A. D. Back, A. C. Tsoi | Article | 1991-09-01 |
| Including Hints in Training Neural Nets [NECO 3:3] | Khalid A. Al-Mashouq, Irving S. Reed | Article | 1991-09-01 |
| Neural Network Learning and Expert Systems | Stephen I. Gallant | Book | 1991-10-17 |
| Unity of the Self, The | Stephen White | Book | 1991-10-30 |
| Lowering Variance of Decisions by Using Artificial Neural Network Portfolios [NECO 3:4] | Ganesh Mani | Article | 1991-12-01 |
| Learning the Unlearnable [NECO 3:4] | Dan Nabutovsky, Eytan Domany | Article | 1991-12-01 |
| A Computer Simulation of Oscillatory Behavior in Primary Visual Cortex [NECO 3:4] | Matthew A. Wilson, James M. Bower | Article | 1991-12-01 |
| A Fixed Size Storage O(n3) Time Complexity Learning Algorithm for Fully Recurren... [NECO 4:2] | Jürgen Schmidhuber | Article | 1992-03-01 |
| How Tight Are the Vapnik-Chervonenkis Bounds? [NECO 4:2] | David Cohn, Gerald Tesauro | Article | 1992-03-01 |
| Working Memory Networks for Learning Temporal Order with Application to Three-Di... [NECO 4:2] | Gary Bradski, Gail A. Carpenter, Stephen Grossberg | Article | 1992-03-01 |
| Neural Networks and Natural Intelligence | Stephen Grossberg | Book | 1992-04-22 |
| Neurocomputational Perspective, A | Paul M. Churchland | Book | 1992-04-22 |
| Multilayer Perceptron Learning Optimized for On-Chip Implementation: A Noise-Rob... [NECO 4:3] | Alan F. Murray | Article | 1992-05-01 |
| A Practical Bayesian Framework for Backpropagation Networks [NECO 4:3] | David J. C. MacKay | Article | 1992-05-01 |
| Four Types of Learning Curves [NECO 4:4] | Shun-ichi Amari, Naotake Fujita, Shigeru Shinomoto | Article | 1992-07-01 |
| Learning Curves for Error Minimum and Maximum Likelihood Algorithms [NECO 4:5] | Y. Kabashima, S. Shinomoto | Article | 1992-09-01 |
