| Foundations of Neural Networks, Fuzzy Systems, and Knowledge Engineering | Nikola Kasabov | Book | 1996-10-11 |
| Representation and Behavior | Fred Keijzer | Book | 2001-01-22 |
| Optimal Network Construction by Minimum Description Length [NECO 5:2] | Gary D. Kendall, Trevor J. Hall | Article | 1993-03-01 |
| Fast Recognition of Noisy Digits [NECO 5:6] | Jeffrey N. Kidder, Daniel Seligson | Article | 1993-11-01 |
| Error Estimation by Series Association for Neural Network Systems [NECO 7:4] | Keehoon Kim, Eric B. Bartlett | Article | 1995-07-01 |
| Psychology | Gregory A. Kimble | Book | 1995-11-21 |
| Freud's Dream | Patricia Kitcher | Book | 1995-09-25 |
| Production System Models of Learning and Development | David Klahr, Patrick W. Langley, Robert T. Neches | Book | 1987-01-26 |
| Learning to Generalize from Single Examples in the Dynamic Link Architecture [NECO 5:5] | Wolfgang Konen, Christoph von der Malsburg | Article | 1993-09-01 |
| Theory and Evidence | Barbara Koslowski | Book | 1996-07-01 |
| Genetic Programming 1996 | John R. Koza, David E. Goldberg, David B. Fogel, Rick L. Riolo | Book | 1996-07-08 |
| A Convergence Result for Learning in Recurrent Neural Networks [NECO 6:3] | Chung-Ming Kuan, Kurt Hornik, Halbert White | Article | 1994-05-01 |
| Knowledge, Concepts, and Categories | Koen Lamberts, David Shanks | Book | 1997-10-31 |
| Perception, Cognition, and Language | Barbara Landau, John Sabini, John Jonides, Elissa L. Newport | Book | 2000-07-24 |
| Artificial Life | Christopher G. Langton | Book | 1997-01-22 |
| 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 |
| Discrete Synchronous Neural Algorithm for Minimization [NECO 1:4] | Hyuk Lee | Article | 1989-12-01 |
| Handwritten Digit Recognition Using K Nearest-Neighbor, Radial-Basis Function, a... [NECO 3:3] | Yuchun Lee | Article | 1991-09-01 |
| Optimality-Theoretic Syntax | Géraldine Legendre, Jane Grimshaw, Sten Vikner | Book | 2001-04-02 |
| Predictive Minimum Description Length Criterion for Time Series Modeling with Ne... [NECO 8:3] | Mikko Lehtokangas, Jukka Saarinen, Pentti Huuhtanen, Kimmo Kaski | Article | 1996-04-01 |
| 2-Degree-of-freedom Robot Path Planning using Cooperative Neural Fields [NECO 3:3] | Michael Lemmon | Article | 1991-09-01 |
| Children with Specific Language Impairment | Laurence B. Leonard | Book | 1997-09-05 |
| Foundations of Cognitive Psychology | Daniel J. Levitin | Book | 2002-09-09 |
| Nonlinear Dynamics and Symbolic Dynamics of Neural Networks [NECO 4:5] | John E. Lewis, Leon Glass | Article | 1992-09-01 |
| Local Synaptic Learning Rules Suffice to Maximize Mutual Information in a Linear... [NECO 4:5] | Ralph Linsker | Article | 1992-09-01 |
| Boundedness and Stability for Integrodifferential Equations Modeling Neural Fiel... [NECO 19:2] | Xuyang Lou, Baotong Cui | Article | 2007-02-01 |
| Preadaptation in Populations of Neural Networks Evolving in a Changing Environme... [ARTL 2:2] | Henrik Hautop Lund, Domenico Parisi | Article | 1995-01-01 |
| Tight Bounds on Transition to Perfect Generalization in Perceptrons [NECO 4:6] | Yuh-Dauh Lyuu, Igor Rivin | Article | 1992-11-01 |
| Neural Nets with Superlinear VC-Dimension [NECO 6:5] | Wolfgang Maass | Article | 1994-09-01 |
| Pulsed Neural Networks | Wolfgang Maass, Christopher M. Bishop | Book | 2001-03-01 |
| Design of Continuous Attractor Networks with Monotonic Tuning Using a Symmetry P... [NECO 20:2] | Christian K. Machens, Carlos D. Brody | Article | 2008-02-01 |
| Algebraic Mind, The | Gary F. Marcus | Book | 2003-03-01 |
| Lexical Representation and Process | William D. Marslen-Wilson | Book | 1991-11-21 |
| Recognizing Hand-Printed Letters and Digits Using Backpropagation Learning [NECO 3:2] | Gale L. Martin, James A. Pittman | Article | 1991-06-01 |
| Motion Aftereffect, The | George Mather, Frans Verstraten, Stuart Anstis | Book | 1998-09-20 |
| Realization of the “Weak Rod” by a Double Layer Parallel Network [NECO 6:5] | T. Matsumoto, K. Kondo | Article | 1994-09-01 |
| Mind and Morals | Larry May, Andy Clark, Marilyn Friedman | Book | 1996-01-17 |
| Explorations in Parallel Distributed Processing - Macintosh version | James L. McClelland, David E. Rumelhart | Book | 1989-10-13 |
| Neural Correlates of Consciousness | Thomas Metzinger | Book | 2000-09-04 |
| From Animals to Animats 2 | Jean-Arcady Meyer, Herbert L. Roitblat, Stewart W. Wilson | Book | 1993-04-13 |
| From Animals to Animats 6 | Jean-Arcady Meyer, Alain Berthoz, Dario Floreano, Herbert L. Roitblat, Stewart W. Wilson | Book | 2000-08-21 |
| Parallel Algorithms for Regular Architectures | Russ Miller, Quentin Stout | Book | 1996-09-01 |
| White Queen Psychology and Other Essays for Alice | Ruth Garrett Millikan | Book | 1995-03-02 |
| A Type of Duality between Self-Organizing Maps and Minimal Wiring [NECO 7:1] | Graeme Mitchison | Article | 1995-01-01 |
| Forming Neural Networks Through Efficient and Adaptive Coevolution [EVCO 5:4] | David E. Moriarty, Risto Miikkulainen | Article | 1997-12-01 |
| Integration and Differentiation in Dynamic Recurrent Neural Networks [NECO 6:3] | Edwin E. Munro, Larry E. Shupe, Eberhard E. Fetz | Article | 1994-05-01 |
| Asymmetric Parallel Boltzmann Machines are Belief Networks [NECO 4:6] | Radford M. Neal | Article | 1992-11-01 |
| Object Recognition and Sensitive Periods: A Computational Analysis of Visual Imp... [NECO 6:3] | Randall C. O'Reilly, Mark H. Johnson | Article | 1994-05-01 |
| Computational Explorations in Cognitive Neuroscience | Randall C. O'Reilly, Yuko Munakata | Book | 2000-09-04 |
| Situating Semantics | Michael O'Rourke, Corey Washington | Book | 2007-09-30 |
