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?
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.
Connectionism And Second Language Acquisition
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Author : Yasuhiro Shirai
language : en
Publisher: Routledge
Release Date : 2018-08-06
Connectionism And Second Language Acquisition written by Yasuhiro Shirai and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-08-06 with Language Arts & Disciplines categories.
The latest title in the Cognitive Science and Second Language Acquisition Series presents a comprehensive review of connectionist research in second language acquisition (SLA). Second language researchers and the cognitive science community will find accessible discussions of the relevance of connectionist research to SLA. This important volume is key reading for any student or researcher interested in how second language acquisition can be better understood from a connectionist perspective.
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.
Connectionist Symbolic Integration
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Author : Ron Sun
language : en
Publisher: Psychology Press
Release Date : 2013-04-15
Connectionist Symbolic Integration written by Ron Sun and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-04-15 with Psychology categories.
A variety of ideas, approaches, and techniques exist -- in terms of both architecture and learning -- and this abundance seems to lead to many exciting possibilities in terms of theoretical advances and application potentials. Despite the apparent diversity, there is clearly an underlying unifying theme: architectures that bring together symbolic and connectionist models to achieve a synthesis and synergy of the two different paradigms, and the learning and knowledge acquisition methods for developing such architectures. More effort needs to be extended to exploit the possibilities and opportunities in this area. This book is the outgrowth of The IJCAI Workshop on Connectionist-Symbolic Integration: From Unified to Hybrid Approaches, held in conjunction with the fourteenth International Joint Conference on Artificial Intelligence (IJCAI '95). Featuring various presentations and discussions, this two-day workshop brought to light many new ideas, controversies, and syntheses which lead to the present volume. This book is concerned with the development, analysis, and application of hybrid connectionist-symbolic models in artificial intelligence and cognitive science. Drawing contributions from a large international group of experts, it describes and compares a variety of models in this area. The types of models discussed cover a wide range of the evolving spectrum of hybrid models, thus serving as a well-balanced progress report on the state of the art. As such, this volume provides an information clearinghouse for various proposed approaches and models that share the common belief that connectionist and symbolic models can be usefully combined and integrated, and such integration may lead to significant advances in understanding intelligence.
Connectionism And The Philosophy Of Mind
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Author : T. Horgan
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Connectionism And The Philosophy Of Mind written by T. Horgan and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Computers categories.
This series will include monographs and collections of studies devoted to the investigation and exploration of knowledge, information and data processing systems of all kinds, no matter whether human, (other) animal, or machine. Its scope is intended to span the full range of interests from classical problems in the philosophy of mind and philosophical psychology through issues in cognitive psychology and sociobiology (concerning the mental capabilities of other species) to ideas related to artificial intelligence and to computer science. While primary emphasis will be placed upon theoretical, conceptual and epistemological aspects of these problems and domains, empirical, experimental and methodological studies will also appear from time to time. One of the most, if not the most, exciting developments within cognitive science has been the emergence of connectionism as an alternative to the computational conception of the mind that tends to dominate the discipline. In this volume, John Tienson and Terence Horgan have brought together a fine collection of stimulating studies on connectionism and its significance. As the Introduction explains, the most pressing questions concern whether or not connectionism can provide a new conception of the nature of mentality. By focusing on the similarities and differences between connectionism and other approaches to cognitive science, the chapters of this book supply valuable resources that advance our understanding of these difficult issues. J.H.F.
Connectionism Understanding The Essence Of Mind
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Author : Pasquale De Marco
language : en
Publisher: Pasquale De Marco
Release Date : 2025-03-23
Connectionism Understanding The Essence Of Mind written by Pasquale De Marco and has been published by Pasquale De Marco this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-23 with Psychology categories.
In the ever-evolving landscape of cognitive science, connectionism stands as a transformative paradigm, revolutionizing our understanding of the mind and its intricate workings. This comprehensive and thought-provoking book delves into the depths of connectionism, providing a panoramic view of its fundamental principles, key debates, and wide-ranging applications. As readers embark on this intellectual journey, they will traverse the historical tapestry of connectionism, witnessing its origins in the pioneering work of early visionaries and tracing its remarkable evolution into a multifaceted and robust framework. They will gain insights into the core concepts that underpin connectionism, unveiling the mechanisms by which networks of interconnected units can process information, learn from experience, and exhibit intelligent behaviors. Furthermore, this book critically examines the strengths and limitations of connectionism, acknowledging its impressive successes in domains such as machine learning and artificial intelligence while recognizing areas where it may fall short. This balanced perspective equips readers with a comprehensive understanding of connectionism's capabilities and potential pitfalls. Beyond its theoretical underpinnings, the book explores the practical applications of connectionism, showcasing its transformative impact across diverse fields. From its contributions to education and psychology to its revolutionary potential in economics and finance, connectionism has demonstrated its versatility and adaptability. As the book concludes, it peers into the future of connectionism, envisioning the exciting possibilities that lie ahead. It contemplates the potential for connectionist models to tackle some of the most pressing challenges facing humanity, such as climate change, disease, and poverty. Throughout this book, readers will find a comprehensive and accessible introduction to connectionism, empowering them to engage with this dynamic and rapidly evolving field. Whether they are seasoned researchers seeking to deepen their understanding or newcomers eager to explore the frontiers of cognitive science, this book serves as an invaluable resource, offering a profound and thought-provoking exploration of connectionism's vast intellectual landscape. If you like this book, write a review!
The Cambridge Handbook Of Computational Psychology
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Author : Ron Sun
language : en
Publisher: Cambridge University Press
Release Date : 2008-04-28
The Cambridge Handbook Of Computational Psychology written by Ron Sun and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-04-28 with Computers categories.
A cutting-edge reference source for the interdisciplinary field of computational cognitive modeling.
Connectionism
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Author : Steven Davis
language : en
Publisher:
Release Date : 1992
Connectionism written by Steven Davis and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with Computers categories.
Part of a series on cognitive behaviour and science, based on a 1990 conference sponsored by the Cognitive Science Program and the Linguistics Department of Simon Fraser University, Vancouver, British Columbia, Canada.
Connectionist Approaches To Clinical Problems In Speech And Language
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Author : Raymond G. Daniloff
language : en
Publisher: Psychology Press
Release Date : 2001-08-01
Connectionist Approaches To Clinical Problems In Speech And Language written by Raymond G. Daniloff and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001-08-01 with Psychology categories.
Connectionist accounts of language acquisition, processing, and dissolution proliferate despite attacks from some linguists, cognitive scientists, and engineers. Although the networks of exquisitely interconnected perceptrons postulated by PDP theorists may not be anatomically homologous with actual brain anatomy, a growing body of research suggests that the posited network functions can support many human behaviors. This volume brings together contributors with a variety of backgrounds and perspectives to explore, for the first time, the clinical implications of whole-language connectionist models. Demonstrating that these models are powerful and have explained many phenomena of language acquisition, language therapy, and speech processing, especially at the engineering level, they focus specifically on applications of connectionist theory to delayed language, aphasia, phonological acquisition, and speech perception. Connectionist models, they conclude, offer a new interpretive framework for the discussion of information processing in humans and other animals that will be of great utility to all those who study language and seek to intervene in language disorders.