Connectionist-Symbolic Integration

From Unified to Hybrid Approaches

Nonfiction, Health & Well Being, Psychology, Cognitive Psychology
Cover of the book Connectionist-Symbolic Integration by , Taylor and Francis
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: ISBN: 9781134802135
Publisher: Taylor and Francis Publication: April 15, 2013
Imprint: Psychology Press Language: English
Author:
ISBN: 9781134802135
Publisher: Taylor and Francis
Publication: April 15, 2013
Imprint: Psychology Press
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from Taylor and Francis

Cover of the book Education in Nineteenth-Century British Literature by
Cover of the book Music and the Middle Class by
Cover of the book Crusades by
Cover of the book Trouble in Paradise by
Cover of the book Highly Effective Therapy by
Cover of the book Digging for Victory by
Cover of the book Unfolding Stakeholder Thinking 2 by
Cover of the book Executive Development and Organizational Learning for Global Business by
Cover of the book Verdi’s Exceptional Women: Giuseppina Strepponi and Teresa Stolz by
Cover of the book Meta-Emotion by
Cover of the book The Geographical Unconscious by
Cover of the book Desire Lines by
Cover of the book Decision Costs and Democracy: Trade-offs in Institutional Design by
Cover of the book A Dictionary of Literary Pseudonyms in the English Language by
Cover of the book The Trade-Development Nexus in the European Union by
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy