Connectionism In Perspective
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Connectionism In Perspective
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Author : R. Pfeifer
language : en
Publisher: Elsevier
Release Date : 1989-08-23
Connectionism In Perspective written by R. Pfeifer and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 1989-08-23 with Computers categories.
An evaluation of the merits, potential, and limits of Connectionism, this book also illustrates current research programs and recent trends.Connectionism (also known as Neural Networks) is an exciting new field which has brought together researchers from different areas such as artificial intelligence, computer science, cognitive science, neuroscience, physics, and complex dynamics. These researchers are applying the connectionist paradigm in an interdisciplinary way to the analysis and design of intelligent systems.In this book, researchers from the above-mentioned fields not only report on their most recent research results, but also describe Connectionism from the perspective of their own field, looking at issues such as: - the effects and the utility of Connectionism for their field - the potential and limitations of Connectionism - can it be combined with other approaches?
Connectionism And Psychology
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Author : Philip T. Quinlan
language : en
Publisher: Teacher Created Materials
Release Date : 1991
Connectionism And Psychology written by Philip T. Quinlan and has been published by Teacher Created Materials this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991 with Psychology categories.
This introductory text on connectionism is fundamentally concerned with methods for construing mental processes, and challenges the traditional information-processing approach. Examples of connectionist models of learning, vision and language are desribed in detail.
Rethinking Innateness
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Author : Jeffrey L. Elman
language : en
Publisher: MIT Press
Release Date : 1996
Rethinking Innateness written by Jeffrey L. Elman and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with Family & Relationships categories.
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 emergent forms and behaviors. These outcomes often may be highly constrained and universal, yet are not themselves directly contained in the genes in any domain-specific way. One of the key contributions of Rethinking Innateness is a taxonomy of ways in which a behavior can be innate. These include constraints at the level of representation, architecture, and timing; typically, behaviors arise through the interaction of constraints at several of these levels.The ideas are explored through dynamic models inspired by a new kind of "developmental connectionism," a marriage of connectionist models and developmental neurobiology, forming a new theoretical framework for the study of behavioral development. While relying heavily on the conceptual and computational tools provided by connectionism, Rethinking Innateness also identifies ways in which these tools need to be enriched by closer attention to biology.
Rethinking Innateness
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Author :
language : en
Publisher:
Release Date : 1996
Rethinking Innateness written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with Connectionism categories.
Connectionism In A Broad Perspective
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Author : Lars F. Niklasson
language : en
Publisher: Prentice Hall
Release Date : 1994
Connectionism In A Broad Perspective written by Lars F. Niklasson and has been published by Prentice Hall this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with Computers categories.
Covers recent research in connectionism on a range of topics from biology to hardware, and from psychology to philosophy. Topics include: the mind-body problem, neural networks and computing, cognition and non-linear dynamics, language learning and neurobiology.
Exercises In Rethinking Innateness
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Author : Kim Plunkett
language : en
Publisher: MIT Press
Release Date : 1997-04-15
Exercises In Rethinking Innateness written by Kim Plunkett and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997-04-15 with Computers categories.
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 does it mean to say that a behavior is innate?" The new work provides concrete illustrations—in the form of computer simulations—of properties of connectionist models that are particularly relevant to cognitive development. This enables the reader to pursue in depth some of the practical and empirical issues raised in the first book. The authors' larger goal is to demonstrate the usefulness of neural network modeling as a research methodology. The book comes with a complete software package, including demonstration projects, for running neural network simulations on both Macintosh and Windows 95. It also contains a series of exercises in the use of the neural network simulator provided with the book. The software is also available to run on a variety of UNIX platforms.
Understanding Brain And Mind
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Author : Yehuda Salu
language : en
Publisher:
Release Date : 2001
Understanding Brain And Mind written by Yehuda Salu and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with categories.
Social Connectionism
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Author : Frank Van Overwalle
language : en
Publisher: Psychology Press
Release Date : 2013-03-07
Social Connectionism written by Frank Van Overwalle and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-03-07 with Psychology categories.
Many of our thoughts and decisions occur without us being conscious of them taking place; connectionism attempts to reveal the internal hidden dynamics that drive the thoughts and actions of both individuals and groups. Connectionist modeling is a radically innovative approach to theorising in psychology, and more recently in the field of social psychology. The connectionist perspective interprets human cognition as a dynamic and adaptive system that learns from its own direct experiences or through indirect communication from others. Social Connectionism offers an overview of the most recent theoretical developments of connectionist models in social psychology. The volume is divided into four sections, beginning with an introduction and overview of social connectionism. This is followed by chapters on causal attribution, person and group impression formation, and attitudes. Each chapter is followed by simulation exercises that can be carried out using the FIT simulation program; these guided exercises allow the reader to reproduce published results. Social Connectionism will be invaluable to graduate students and researchers primarily in the field of social psychology, but also in cognitive psychology and connectionist modeling.
Social Connectionism
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Author : Frank Van Overwalle
language : en
Publisher: Psychology Press
Release Date : 2013-03-07
Social Connectionism written by Frank Van Overwalle and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-03-07 with Psychology categories.
Many of our thoughts and decisions occur without us being conscious of them taking place; connectionism attempts to reveal the internal hidden dynamics that drive the thoughts and actions of both individuals and groups. Connectionist modeling is a radically innovative approach to theorising in psychology, and more recently in the field of social psychology. The connectionist perspective interprets human cognition as a dynamic and adaptive system that learns from its own direct experiences or through indirect communication from others. Social Connectionism offers an overview of the most recent theoretical developments of connectionist models in social psychology. The volume is divided into four sections, beginning with an introduction and overview of social connectionism. This is followed by chapters on causal attribution, person and group impression formation, and attitudes. Each chapter is followed by simulation exercises that can be carried out using the FIT simulation program; these guided exercises allow the reader to reproduce published results. Social Connectionism will be invaluable to graduate students and researchers primarily in the field of social psychology, but also in cognitive psychology and connectionist modeling.
Understanding Brain And Mind A Connectionist Perspective
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Author : Salu Yehuda
language : en
Publisher: World Scientific Publishing Company
Release Date : 2001-11-08
Understanding Brain And Mind A Connectionist Perspective written by Salu Yehuda and has been published by World Scientific Publishing Company this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001-11-08 with Computers categories.
How can we understand a system as complex as the brain? Does the brain use the same operational principles to control physical and mental activities? How can we incorporate in a model what we know and what we do not know about the brain?The connectionist model presented in this book provides tools for addressing such questions. Its nodes represent well-established biological facts combined with observations of the overall behaviors of the system. The model is based on comparing and contrasting brains, computers, and neural networks. It defines a framework for understanding the relationships between the brain and the mind. It can serve both as a starting point for developing Artificial Intelligence applications for all levels of mental activities and as a guide in the search for biological correlates of observed behaviors.
