Neural Network Modeling and Connectionism
An attempt to publish the best research on computational cognitive science, with particular emphasis on connectionist and neural network models. Though The MIT Press continues to publish work in this evolving area of research, this series is no longer active.
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The Human Semantic Potential
Spatial Language and Constrained Connectionism
ISBN: 9780262527309
Publisher: The MIT Press
Pub Date: August 29, 1996
Drawing on ideas from cognitive linguistics, connectionism, and perception, The Human Semantic Potential describes a connectionist model that learns perceptually grounded semantics for natural language...
Neural Computation of Pattern Motion
Modeling Stages of Motion Analysis in the Primate Visual Cortex
ISBN: 9780262512244
Publisher: The MIT Press
Pub Date: July 1, 2008
This book describes a neurally based model, implemented as a connectionist network, of how the aperture problem is solved.
Neural Networks for Control
ISBN: 9780262631617
Publisher: The MIT Press
Pub Date: March 2, 1995
Neural Networks for Control highlights key issues in learning control and identifies research directions that could lead to practical solutions for control problems in critical application domains....
Analogy-Making as Perception
A Computer Model
ISBN: 9780262515443
Publisher: The MIT Press
Pub Date: January 1, 2003
Analogy-Making as Perception is based on the premise that analogy-making is fundamentally a high-level perceptual process in which the interaction of perception and concepts gives rise to "conceptual slippages" which allow analogies to be made.
Neural Network Design and the Complexity of Learning
ISBN: 9780262519243
Publisher: The MIT Press
Pub Date: April 6, 1990
Using the tools of complexity theory, Stephen Judd develops a formal description of associative learning in connectionist networks. He rigorously exposes the computational difficulties in training neural...
Exercises in Rethinking Innateness
A Handbook for Connectionist Simulations
ISBN: 9780262661058
Publisher: The MIT Press
Pub Date: April 15, 1997
This book is the companion volume to Rethinking Innateness: A Connectionist Perspective on Development (The MIT Press, 1996), which proposed a new theoretical framework to answer the question "What...
Mechanisms of Implicit Learning
Connectionist Models of Sequence Processing
ISBN: 9780262032056
Publisher: The MIT Press
Pub Date: April 13, 1993
This book explores unintentional learning from an information-processing perspective.
Rethinking Innateness
A Connectionist Perspective on Development
ISBN: 9780262550307
Publisher: The MIT Press
Pub Date: January 23, 1998
Rethinking Innateness asks the question, "What does it really mean to say that a behavior is innate?" The authors describe a new framework in which interactions, occurring at all levels, give rise to...
Rethinking Innateness
A Connectionist Perspective on Development
ISBN: 9780262050524
Publisher: The MIT Press
Pub Date: October 15, 1996
Rethinking Innateness asks the question, "What does it really mean to say that a behavior is innate?" The authors describe a new framework in which interactions, occurring at all levels, give rise to...
The Human Semantic Potential
Spatial Language and Constrained Connectionism
ISBN: 9780262527309
Publisher: The MIT Press
Pub Date: August 29, 1996
Drawing on ideas from cognitive linguistics, connectionism, and perception, The Human Semantic Potential describes a connectionist model that learns perceptually grounded semantics for natural language...
Neural Computation of Pattern Motion
Modeling Stages of Motion Analysis in the Primate Visual Cortex
ISBN: 9780262512244
Publisher: The MIT Press
Pub Date: July 1, 2008
This book describes a neurally based model, implemented as a connectionist network, of how the aperture problem is solved.
Neural Networks for Control
ISBN: 9780262631617
Publisher: The MIT Press
Pub Date: March 2, 1995
Neural Networks for Control highlights key issues in learning control and identifies research directions that could lead to practical solutions for control problems in critical application domains....
Analogy-Making as Perception
A Computer Model
ISBN: 9780262515443
Publisher: The MIT Press
Pub Date: January 1, 2003
Analogy-Making as Perception is based on the premise that analogy-making is fundamentally a high-level perceptual process in which the interaction of perception and concepts gives rise to "conceptual slippages" which allow analogies to be made.
Neural Network Design and the Complexity of Learning
ISBN: 9780262519243
Publisher: The MIT Press
Pub Date: April 6, 1990
Using the tools of complexity theory, Stephen Judd develops a formal description of associative learning in connectionist networks. He rigorously exposes the computational difficulties in training neural...
Exercises in Rethinking Innateness
A Handbook for Connectionist Simulations
ISBN: 9780262661058
Publisher: The MIT Press
Pub Date: April 15, 1997
This book is the companion volume to Rethinking Innateness: A Connectionist Perspective on Development (The MIT Press, 1996), which proposed a new theoretical framework to answer the question "What...
Mechanisms of Implicit Learning
Connectionist Models of Sequence Processing
ISBN: 9780262032056
Publisher: The MIT Press
Pub Date: April 13, 1993
This book explores unintentional learning from an information-processing perspective.
Rethinking Innateness
A Connectionist Perspective on Development
ISBN: 9780262550307
Publisher: The MIT Press
Pub Date: January 23, 1998
Rethinking Innateness asks the question, "What does it really mean to say that a behavior is innate?" The authors describe a new framework in which interactions, occurring at all levels, give rise to...
Rethinking Innateness
A Connectionist Perspective on Development
ISBN: 9780262050524
Publisher: The MIT Press
Pub Date: October 15, 1996
Rethinking Innateness asks the question, "What does it really mean to say that a behavior is innate?" The authors describe a new framework in which interactions, occurring at all levels, give rise to...