| Computational Modeling of Human Language Acquisition [COLI 37:3] | Sharon Goldwater | Article | 2011-09-01 |
| Editorial Introduction [EVCO 4:1] | | Article | 1996-03-01 |
| Cognitive Unconscious and Human Rationality | Laura Macchi, Maria Bagassi, Riccardo Viale | Book | 2016-04-22 |
| Four Types of Learning Curves [NECO 4:4] | Shun-ichi Amari, Naotake Fujita, Shigeru Shinomoto | Article | 1992-07-01 |
| Correlation and Independence in the Neural Code [NECO 18:6] | Shun-ichi Amari, Hiroyuki Nakahara | Article | 2006-06-01 |
| Neurocomputing | James A. Anderson, Edward Rosenfeld | Book | 1989-12-18 |
| The Handbook of Brain Theory and Neural Networks, Second Edition | Michael A. Arbib | Reference Work | 2002 |
| Finding Minimum Entropy Codes [NECO 1:3] | H.B. Barlow, T.P. Kaushal, G.J. Mitchison | Article | 1989-09-01 |
| Exact Inferences in a Neural Implementation of a Hidden Markov Model [NECO 19:5] | Jeffrey M. Beck, Alexandre Pouget | Article | 2007-05-01 |
| Learning Mixture Models of Spatial Coherence [NECO 5:2] | Suzanna Becker, Geoffrey E. Hinton | Article | 1993-03-01 |
| Exact Calculation of the Hessian Matrix for the Multilayer Perceptron [NECO 4:4] | Chris Bishop | Article | 1992-07-01 |
| Approximation of Boolean Functions by Sigmoidal Networks: Part I: XOR and Other ... [NECO 1:4] | E. K. Blum | Article | 1989-12-01 |
| Computational Modeling of Genetic and Biochemical Networks | Hamid Bolouri, James M. Bower | Book | 2004-03-01 |
| Effortless Attention | Brian Bruya | Book | 2010-07-30 |
| Advances in Kernel Methods | Christopher J.C. Burges, Bernhard Schölkopf, Alexander J. Smola | Book | 1998-12-17 |
| The Handbook of Multisensory Processes | Gemma A. Calvert, Charles Spence, Barry E. Stein | Reference Work | 2004 |
| The Brain as a Statistical Inference Engine—and You Can Too* [COLI 37:4] | Eugene Charniak | Article | 2011-12-01 |
| Computation, Causation, and Discovery | Gregory F. Cooper, Clark Glymour | Book | 1999-06-18 |
| Philosophy and AI | Robert Cummins, John L. Pollock | Book | 1995-08-28 |
| Toward Brain-Computer Interfacing | Guido Dornhege, José del R. Millán, Thilo Hinterberger, Dennis J. McFarland, Klaus-Robert Müller | Book | 2007-08-31 |
| Better Than Conscious? | Christoph Engel, Wolf Singer | Book | 2008-05-30 |
| Graphical Models for Machine Learning and Digital Communication | Brendan J. Frey | Book | 1998-06-26 |
| About Time | William Friedman | Book | 1990-09-01 |
| Constraint Handling Using Tournament Selection: Abductive Inference in Partly De... [EVCO 17:1] | Severino F. Galán, Ole J. Mengshoel | Article | 2009-03-01 |
| Robust L1 Principal Component Analysis and Its Bayesian Variational Inference [NECO 20:2] | Junbin Gao | Article | 2008-02-01 |
| The Cognitive Neurosciences, 4th Edition | Michael S. Gazzaniga | Reference Work | 2009 |
| Learning in the Recurrent Random Neural Network [NECO 5:1] | Erol Gelenbe | Article | 1993-01-01 |
| Bounded Rationality | Gerd Gigerenzer, Reinhard Selten | Book | 2002-08-07 |
| Variational Bayesian Multinomial Probit Regression with Gaussian Process Priors [NECO 18:8] | Mark Girolami, Simon Rogers | Article | 2006-08-01 |
| Regularization Theory and Neural Networks Architectures [NECO 7:2] | Federico Girosi, Michael Jones, Tomaso Poggio | Article | 1995-03-01 |
| Hot Brain, The | Carl V Gisolfi, Francisco Mora Teruel | Book | 2000-06-09 |
| Mind's Arrows, The | Clark Glymour | Book | 2001-11-01 |
| Readings in Philosophy and Cognitive Science | Alvin I. Goldman | Book | 1993-11-19 |
| Rule-Based Neural Networks for Classification and Probability Estimation [NECO 4:6] | Rodney M. Goodman, Charles M. Higgins, John W. Miller, Padhraic Smyth | Article | 1992-11-01 |
| Pruning from Adaptive Regularization [NECO 6:6] | Lars Kai Hansen, Carl Edward Rasmussen | Article | 1994-11-01 |
| Foundational Issues in Human Brain Mapping | Stephen José Hanson, Martin Bunzl | Book | 2010-06-14 |
| Computational Learning Theory and Natural Learning Systems, Volume 2 | Stephen José Hanson, Michael J. Kearns, Thomas Petsche, Ronald L. Rivest | Book | 1994-06-29 |
| A Fast Learning Algorithm for Deep Belief Nets [NECO 18:7] | Geoffrey E. Hinton, Simon Osindero, Yee-Whye Teh | Article | 2006-07-01 |
| On the Practical Applicability of VC Dimension Bounds [NECO 7:6] | Sean B. Holden, Mahesan Niranjan | Article | 1995-11-01 |
| Signals and Boundaries | John H. Holland | Book | 2012-08-31 |
| Optimal Approximation of Signal Priors [NECO 20:12] | Aapo Hyvärinen | Article | 2008-12-01 |
| Simultaneous Approximations of Polynomials and Derivatives and Their Application... [NECO 20:11] | Yoshifusa Ito | Article | 2008-11-01 |
| Parametric Embedding for Class Visualization [NECO 19:9] | Tomoharu Iwata, Kazumi Saito, Naonori Ueda, Sean Stromsten, Thomas L. Griffiths, Joshua B. Tenenbaum | Article | 2007-09-01 |
| Methods For Combining Experts' Probability Assessments [NECO 7:5] | Robert A. Jacobs | Article | 1995-09-01 |
| Bayesian Model Comparison in Nonlinear BOLD fMRI Hemodynamics [NECO 20:3] | Daniel J. Jacobsen, Lars Kai Hansen, Kristoffer Hougaard Madsen | Article | 2008-03-01 |
| On the Consistency of Bayesian Variable Selection for High Dimensional Binary Re... [NECO 18:11] | Wenxin Jiang | Article | 2006-11-01 |
| Dynamics in Action | Alicia Juarrero | Book | 2002-02-07 |
| Evolving Compare-Exchange Networks Using Grammars [ARTL 2:2] | Thomas E. Kammeyer, Richard K. Belew, S. Gill Williamson | Article | 1995-01-01 |
| Explanation and Cognition | Frank C. Keil, Robert A. Wilson | Book | 2000-06-23 |
| Optimal Network Construction by Minimum Description Length [NECO 5:2] | Gary D. Kendall, Trevor J. Hall | Article | 1993-03-01 |
