| Slaves of the Machine | Gregory J. E. Rawlins | Book | 1998-07-03 |
| An SMO Algorithm for the Potential Support Vector Machine [NECO 20:1] | Tilman Knebel, Sepp Hochreiter, Klaus Obermayer | Article | 2008-01-01 |
| Soar Cognitive Architecture, The | John E. Laird | Book | 2012-05-25 |
| Spatial Schemas and Abstract Thought | Merideth Gattis | Book | 2003-03-01 |
| Statistical Theory of Learning Curves under Entropic Loss Criterion [NECO 5:1] | Shun-ichi Amari, Noboru Murata | Article | 1993-01-01 |
| Stimulus Representation and the Timing of Reward-Prediction Errors in Models of ... [NECO 20:12] | Elliot A. Ludvig, Richard S. Sutton, E. James Kehoe | Article | 2008-12-01 |
| A Study of Structural and Parametric Learning in XCS [EVCO 14:1] | Tim Kovacs, Manfred Kerber | Article | 2006-03-01 |
| Supervised Factorial Learning [NECO 5:5] | A. Norman Redlich | Article | 1993-09-01 |
| Sweet Anticipation | David Huron | Book | 2006-05-01 |
| Systems That Learn, Second Edition | Sanjay Jain, Daniel N. Osherson, James S. Royer, Arun Sharma | Book | 1999-02-12 |
| TD-Gammon, a Self-Teaching Backgammon Program, Achieves Master-Level Play [NECO 6:2] | Gerald Tesauro | Article | 1994-03-01 |
| Things and Places | Zenon W. Pylyshyn | Book | 2007-11-19 |
| Through the Rearview Mirror | John Macnamara | Book | 1999-09-24 |
| Toward Replacement Parts for the Brain | Theodore Berger, Dennis L. Glanzman | Book | 2005-06-01 |
| Transductive Methods for the Distributed Ensemble Classification Problem [NECO 19:3] | David J. Miller, Siddharth Pal | Article | 2007-03-01 |
| Truth from Trash | Christopher J. Thornton | Book | 2002-02-07 |
| A Type of Duality between Self-Organizing Maps and Minimal Wiring [NECO 7:1] | Graeme Mitchison | Article | 1995-01-01 |
| Understanding Intelligence | Rolf Pfeifer, Christian Scheier | Book | 2001-09-01 |
| Understanding Language Understanding | Ashwin Ram, Kenneth Moorman | Book | 1999-05-14 |
| Unsupervised Mutual Information Criterion for Elimination of Overtraining in Sup... [NECO 7:1] | G. Deco, W. Finnoff, H. G. Zimmermann | Article | 1995-01-01 |
| The Upstart Algorithm: A Method for Constructing and Training Feedforward Neural... [NECO 2:2] | Marcus Frean | Article | 1990-06-01 |
| The Vapnik-Chervonenkis Dimension: Information versus Complexity in Learning [NECO 1:3] | Yaser S. Abu-Mostafa | Article | 1989-09-01 |
| Varieties of Meaning | Ruth Garrett Millikan | Book | 2007-02-01 |
| Virtual Music | David Cope | Book | 2004-03-01 |
| Vision, Brain, and Cooperative Computation | Michael A. Arbib, Allen R. Hanson | Book | 1990-01-24 |
| Weight Perturbation: An Optimal Architecture and Learning Technique for Analog V... [NECO 3:4] | Marwan Jabri, Barry Flower | Article | 1991-12-01 |
| What Is Addiction? | Don Ross, Harold Kincaid, David Spurrett, Peter Collins | Book | 2010-03-31 |
| What Is Thought? | Eric B. Baum | Book | 2006-03-01 |
| What Size Net Gives Valid Generalization? [NECO 1:1] | Eric B. Baum, David Haussler | Article | 1989-03-01 |
| Without Miracles | Gary A. Cziko | Book | 1997-02-07 |
| Words, Thoughts, and Theories | Alison Gopnik, Andrew N. Meltzoff | Book | 1998-07-31 |
