Connectionist models and their implications : readings from cognitive science

著者

書誌事項

Connectionist models and their implications : readings from cognitive science

edited by David Waltz, Jerome A. Feldman

Ablex Pub. Corp., c1988

大学図書館所蔵 件 / 全23件

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注記

Includes bibliographies and indexes

内容説明・目次

内容説明

This volume includes a number of articles, some of which have previously appeared in "Cognitive Science". The contributions as a whole present a fair sample of the late-1980s research and practice in connectionist models.

目次

Preface: Connectionist Models and Their Prospects  vii Marvin Minsky 1. Connectionist Models and Their Implications  1 David Waltz and Jerome A. Feldman 2. Connectionist Models and Their Properties  13 J.A. Feldman and D.H. Ballard 3. Putting Knowledge in its Place: A Scheme for Programming Parallel Processing Structures on the Fly  63 James L. McClelland  4. Positive Feedback in Hierarchical Connectionist Models: Applications in Language Production  97 Gary S. Dell 5. A Developmental Neural Model of Visual Word Perception  119 Richard M. Golden 6. Computing with Connections in Visual Recognition of Origami Objects  155 Daniel Sabbah 7. Massively Parallel Parsing: A Strongly Interactive Model of Natural Language Interpretation  181 David L. Waltz and Jordon B. Pollack 8. Feature Discovery by Competitive Learning  205 David E. Rumelhart and David Zipser 9. Competitive Learning: From Interactive Activation to Adaptive Resonance  243 Stephen Grossberg 10. A Learning Algorithm for Boltzmann Machines  285 David H. Ackley, Geoffrey E. Hinton, and Terrence J. Sejnowski 11. Emergence of Grandmother Memory in Feed Forward Networks: Learning with Noise and Forgetfulness  309 R. Scalettar and A. Zee 12. An Implementation of Network Learning on the Connection Machine  329 Charles R. Rosenberg and Guy Blelloch 13. Connectionist Representation of Concepts  341 Jerome A. Feldman Author Index  365 Subject Index  371

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