| About Time | William Friedman | Book | 1990-09-01 |
| Adaptive Mixtures of Probabilistic Transducers [NECO 9:8] | Yoram Singer | Article | 1997-11-01 |
| Advances in Kernel Methods | Christopher J.C. Burges, Bernhard Schölkopf, Alexander J. Smola | Book | 1998-12-17 |
| Advances in Neural Information Processing Systems 19 | Bernhard Schölkopf, John Platt, Thomas Hofmann | Book | 2007-08-31 |
| Advances in the Evolutionary Synthesis of Intelligent Agents | Mukesh Patel, Vasant Honavar, Karthik Balakrishnan | Book | 2001-03-05 |
| Animal Thinking | Randolf Menzel, Julia Fischer | Book | 2011-12-09 |
| Approximation of Boolean Functions by Sigmoidal Networks: Part I: XOR and Other ... [NECO 1:4] | E. K. Blum | Article | 1989-12-01 |
| Asymmetric Parallel Boltzmann Machines are Belief Networks [NECO 4:6] | Radford M. Neal | Article | 1992-11-01 |
| Attention and Performance XVI | Inui Toshio, James L. McClelland | Book | 1996-04-24 |
| 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 |
| A Bayesian Analysis of Self-Organizing Maps [NECO 6:5] | Stephen P. Luttrell | Article | 1994-09-01 |
| Bayesian Inference Explains Perception of Unity and Ventriloquism Aftereffect: I... [NECO 19:12] | Yoshiyuki Sato, Taro Toyoizumi, Kazuyuki Aihara | Article | 2007-12-01 |
| Bayesian Interpolation [NECO 4:3] | David J. C. MacKay | Article | 1992-05-01 |
| Bayesian Model Comparison in Nonlinear BOLD fMRI Hemodynamics [NECO 20:3] | Daniel J. Jacobsen, Lars Kai Hansen, Kristoffer Hougaard Madsen | Article | 2008-03-01 |
| Bayesian Modeling and Classification of Neural Signals [NECO 6:5] | Michael S. Lewicki | Article | 1994-09-01 |
| Bayesian Regularization and Pruning Using a Laplace Prior [NECO 7:1] | Peter M. Williams | Article | 1995-01-01 |
| Bayesian Self-Organization Driven by Prior Probability Distributions [NECO 7:3] | Alan L. Yuille, Stelios M. Smirnakis, Lei Xu | Article | 1995-05-01 |
| Better Than Conscious? | Christoph Engel, Wolf Singer | Book | 2008-05-30 |
| Biological Learning and Control | Reza Shadmehr, Sandro Mussa-Ivaldi | Book | 2012-03-15 |
| Bounded Rationality | Gerd Gigerenzer, Reinhard Selten | Book | 2002-08-07 |
| The Brain as a Statistical Inference Engine—and You Can Too* [COLI 37:4] | Eugene Charniak | Article | 2011-12-01 |
| Causation, Prediction, and Search | Peter Spirtes, Clark Glymour, Richard Scheines | Book | 2001-01-08 |
| The Cognitive Neurosciences, 4th Edition | Michael S. Gazzaniga | Reference Work | 2009 |
| Cognitive Science of Science, The | Paul Thagard | Book | 2012-05-31 |
| Cognitive Unconscious and Human Rationality | Laura Macchi, Maria Bagassi, Riccardo Viale | Book | 2016-04-22 |
| Coherence in Thought and Action | Paul Thagard | Book | 2002-08-07 |
| Computation, Causation, and Discovery | Gregory F. Cooper, Clark Glymour | Book | 1999-06-18 |
| 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 |
| Computational Modeling of Genetic and Biochemical Networks | Hamid Bolouri, James M. Bower | Book | 2004-03-01 |
| Computational Modeling of Human Language Acquisition [COLI 37:3] | Sharon Goldwater | Article | 2011-09-01 |
| Computational Models of Referring | Kees van Deemter | Book | 2016-05-06 |
| Constraint Handling Using Tournament Selection: Abductive Inference in Partly De... [EVCO 17:1] | Severino F. Galán, Ole J. Mengshoel | Article | 2009-03-01 |
| Control of Cognitive Processes | Stephen Monsell, Jon Driver | Book | 2000-10-20 |
| Correlation and Independence in the Neural Code [NECO 18:6] | Shun-ichi Amari, Hiroyuki Nakahara | Article | 2006-06-01 |
| Deep, Narrow Sigmoid Belief Networks Are Universal Approximators [NECO 20:11] | Ilya Sutskever, Geoffrey E. Hinton | Article | 2008-11-01 |
| Discovering Predictable Classifications [NECO 5:4] | Jürgen Schmidhuber, Daniel Prelinger | Article | 1993-07-01 |
| Dynamics in Action | Alicia Juarrero | Book | 2002-02-07 |
| Editorial Introduction [EVCO 4:1] | | Article | 1996-03-01 |
| Effortless Attention | Brian Bruya | Book | 2010-07-30 |
| Emotions in Humans and Artifacts | Robert Trappl, Paolo Petta, Sabine Payr | Book | 2003-04-01 |
| The Evidence Framework Applied to Classification Networks [NECO 4:5] | David J. C. MacKay | Article | 1992-09-01 |
| An Evolutionary Computing Approach to Probabilistic Reasoning on Bayesian Networ... [EVCO 4:1] | Carlos Rojas-Guzmán, Mark A. Kramer | Article | 1996-03-01 |
| Evolving Compare-Exchange Networks Using Grammars [ARTL 2:2] | Thomas E. Kammeyer, Richard K. Belew, S. Gill Williamson | Article | 1995-01-01 |
| Exact Calculation of the Hessian Matrix for the Multilayer Perceptron [NECO 4:4] | Chris Bishop | Article | 1992-07-01 |
| Exact Inferences in a Neural Implementation of a Hidden Markov Model [NECO 19:5] | Jeffrey M. Beck, Alexandre Pouget | Article | 2007-05-01 |
| Explaining the Computational Mind | Marcin Milkowski | Book | 2013-04-26 |
| Explanation and Cognition | Frank C. Keil, Robert A. Wilson | Book | 2000-06-23 |
| Factoring Networks by a Statistical Method [NECO 4:6] | Nelson Morgan, Hervé Bourlard | Article | 1992-11-01 |
| A Fast Learning Algorithm for Deep Belief Nets [NECO 18:7] | Geoffrey E. Hinton, Simon Osindero, Yee-Whye Teh | Article | 2006-07-01 |
