| Geometry of Meaning, The | Peter Gärdenfors | Book | 2014-02-28 |
| Global Networks | Linda M. Harasim | Book | 1993-08-02 |
| Goal-Driven Learning | Ashwin Ram, David Leake | Book | 1995-08-30 |
| Gradual Learning and Convergence [LING 39:2] | Joe Pater | Article | 2008-04-01 |
| Grounding Systematic Syncretism in Learning [LING 42:2] | Katya Pertsova | Article | 2011-04-01 |
| The Handbook of Brain Theory and Neural Networks, Second Edition | Michael A. Arbib | Reference Work | 2002 |
| Handbook of Functional Neuroimaging of Cognition, Second Edition | Roberto Cabeza, Alan Kingstone | Reference Work | 2006 |
| The Handbook of Multisensory Processes | Gemma A. Calvert, Charles Spence, Barry E. Stein | Reference Work | 2004 |
| Handling Digital Brains | Morana Alač | Book | 2011-05-27 |
| Hierarchical Mixtures of Experts and the EM Algorithm [NECO 6:2] | Michael I. Jordan, Robert A. Jacobs | Article | 1994-03-01 |
| Higher-Order Associative Learning in Amnesia: Evidence from the Serial Reaction ... [JOCN 9:4] | Tim Curran | Article | 1997-07-01 |
| High-Level Vision | Shimon Ullman | Book | 1996-07-17 |
| Hints [NECO 7:4] | Yaser S. Abu-Mostafa | Article | 1995-07-01 |
| Hints and the VC Dimension [NECO 5:2] | Yaser S. Abu-Mostafa | Article | 1993-03-01 |
| The Hippocampus and Cerebellum in Adaptively Timed Learning, Recognition, and Mo... [JOCN 8:3] | Stephen Grossberg, John W.L. Merrill | Article | 1996-07-01 |
| Hot Thought | Paul Thagard | Book | 2006-09-01 |
| How Children Learn the Meanings of Words | Paul Bloom | Book | 2002-03-07 |
| How Inhibitory Oscillations Can Train Neural Networks and Punish Competitors [NECO 18:7] | Kenneth A. Norman, Ehren Newman, Greg Detre, Sean Polyn | Article | 2006-07-01 |
| How Tight Are the Vapnik-Chervonenkis Bounds? [NECO 4:2] | David Cohn, Gerald Tesauro | Article | 1992-03-01 |
| How to Incorporate New Pattern Pairs without Having to Teach the Previously Acqu... [NECO 4:6] | H. M. Wabgaonkar, A. R. Stubberud | Article | 1992-11-01 |
| How to Shift Bias: Lessons from the Baldwin Effect [EVCO 4:3] | Peter Turney | Article | 1996-09-01 |
| Human Relationship with Nature, The | Peter H. Kahn | Book | 2001-03-01 |
| Human Semantic Potential, The | Terry Regier | Book | 1996-09-01 |
| Hybrid Learning of Mapping and its Jacobian in Multilayer Neural Networks [NECO 9:5] | Jeong-Woo Lee, Jun-Ho Oh | Article | 1997-07-01 |
| I of the Vortex | Rodolfo R. Llinás | Book | 2002-03-07 |
| Imitation as a Mechanism of Cultural Transmission [ARTL 16:1] | Chris Marriott, James Parker, Jörg Denzinger | Article | 2010-01-01 |
| Imitation in Animals and Artifacts | Kerstin Dautenhahn, Chrystopher L. Nehaniv | Book | 2002-05-21 |
| Improving Generalization for Temporal Difference Learning: The Successor Represe... [NECO 5:4] | Peter Dayan | Article | 1993-07-01 |
| In Critical Condition | Jerry A. Fodor | Book | 2000-01-27 |
| Inattentional Blindness | Arien Mack, Irvin Rock | Book | 1998-03-27 |
| Index [NECO 4:6] | | Article | 1992-11-01 |
| Index [NECO 7:6] | | Article | 1995-11-01 |
| Index [NECO 19:12] | | Article | 2007-12-01 |
| Index to Volume 1 [NECO 1:4] | | Article | 1989-12-01 |
| Induction | John H. Holland, Keith J. Holyoak, Richard E. Nisbett, Paul Thagard | Book | 1989-03-03 |
| Influence Function Analysis of PCA and BCM Learning [NECO 6:6] | Yong Liu | Article | 1994-11-01 |
| The Influence of Learning on Evolution: A Mathematical Framework [ARTL 15:2] | Ingo Paenke, Tadeusz J. Kawecki, Bernhard Sendhoff | Article | 2009-04-01 |
| An Information-Maximization Approach to Blind Separation and Blind Deconvolution [NECO 7:6] | Anthony J. Bell, Terrence J. Sejnowski | Article | 1995-11-01 |
| Inhomogeneities in Heteroassociative Memories with Linear Learning Rules [NECO 20:2] | David C. Sterratt, David Willshaw | Article | 2008-02-01 |
| Interview: Randy Gallistel [JOCN 6:2] | | Article | 1994-04-01 |
| Introduction to Natural Computation, An | Dana H. Ballard | Book | 1999-01-22 |
| Introduction to Neural Networks, An | James A. Anderson | Book | 1995-03-16 |
| Introduction to the Special Issue [EVCO 2:1] | | Article | 1994-03-01 |
| Knowledge and Mind | Andrew Brook, Robert J. Stainton | Book | 2001-09-01 |
| Knowledge in Action | Raymond Reiter | Book | 2001-09-01 |
| Knowledge, Concepts, and Categories | Koen Lamberts, David Shanks | Book | 1997-10-31 |
| Knowledge-Based Neurocomputing | Ian Cloete, J M. Zurada | Book | 2000-02-25 |
| Language, Music, and the Brain | Michael A. Arbib | Book | 2013-07-26 |
| Learnability and Cognition, New Edition | Steven Pinker | Book | 2013-08-31 |
| Learnability in Optimality Theory | Bruce Tesar, Paul Smolensky | Book | 2000-05-15 |
