Author: Ron Sun
Publisher: Springer
ISBN: 0585295999
Category : Computers
Languages : en
Pages : 490
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Book Description
Computational Architectures Integrating Neural and Symbolic Processes: A Perspective on the State of the Art focuses on a currently emerging body of research. With the reemergence of neural networks in the 1980s with their emphasis on overcoming some of the limitations of symbolic AI, there is clearly a need to support some form of high-level symbolic processing in connectionist networks. As argued by many researchers, on both the symbolic AI and connectionist sides, many cognitive tasks, e.g. language understanding and common sense reasoning, seem to require high-level symbolic capabilities. How these capabilities are realized in connectionist networks is a difficult question and it constitutes the focus of this book. Computational Architectures Integrating Neural and Symbolic Processes addresses the underlying architectural aspects of the integration of neural and symbolic processes. In order to provide a basis for a deeper understanding of existing divergent approaches and provide insight for further developments in this field, this book presents: (1) an examination of specific architectures (grouped together according to their approaches), their strengths and weaknesses, why they work, and what they predict, and (2) a critique/comparison of these approaches. Computational Architectures Integrating Neural and Symbolic Processes is of interest to researchers, graduate students, and interested laymen, in areas such as cognitive science, artificial intelligence, computer science, cognitive psychology, and neurocomputing, in keeping up-to-date with the newest research trends. It is a comprehensive, in-depth introduction to this new emerging field.
Author: Robert R. Hoffman
Publisher: Psychology Press
ISBN: 1317783018
Category : Language Arts & Disciplines
Languages : en
Pages : 568
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Book Description
This volume is a festschrift dedicated to James J. Jenkins, a pioneer in many areas of experimental psychology. It has three major goals: to provide a forum for debate on current theoretical issues in cognitive psychology, to capture the "state of the art" in reviews of research methods and results, and to generate ideas for new research directions and methodologies. Contributors -- including Jenkins' former students and present colleagues -- ponder fundamental questions such as: * How do people learn to read? * What happens during the processes of speech perception? * How do people acquire problem solving skills? * How do cognitive and motor skills develop and integrate with one another? Many chapters focus specifically on ecological and applied cognitive psychology. Specific topics covered include visual and speech perception, language, memory, motivation, child development, problem solving, and pedagogy.
Author: Walter B. Weimer
Publisher: Taylor & Francis
ISBN: 1040052290
Category : Psychology
Languages : en
Pages : 405
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Book Description
Originally published in 1982, this book (following the previous volume published in 1974) continued to look at current issues in theoretical and cognitive psychology and looked for new directions for fruitful theory and research. The major concern for all the contributors was with the construction of a psychology of the higher mental processes through the evaluation of and improvement upon past efforts, as well as the exploration of related areas or disciplines for relevant new ideas. The contributors to this volume shared in common the rejection of not only behavioristic and associationistic approaches but also the sensory information-processing model that earlier dominated and (by weight of numbers of adherents and publications) still dominated cognitive psychology at the time. Today it can be read and enjoyed in its historical context.
Author: Leanne Hinton
Publisher: Cambridge University Press
ISBN: 9780521026772
Category : Language Arts & Disciplines
Languages : en
Pages : 396
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Book Description
A study of the relationship between the sound of an utterance and its meaning.
Author: Ron Sun
Publisher: Springer Science & Business Media
ISBN: 0792395174
Category : Computers
Languages : en
Pages : 490
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Book Description
Computational Architectures Integrating Neural and Symbolic Processes: A Perspective on the State of the Art focuses on a currently emerging body of research. With the reemergence of neural networks in the 1980s with their emphasis on overcoming some of the limitations of symbolic AI, there is clearly a need to support some form of high-level symbolic processing in connectionist networks. As argued by many researchers, on both the symbolic AI and connectionist sides, many cognitive tasks, e.g. language understanding and common sense reasoning, seem to require high-level symbolic capabilities. How these capabilities are realized in connectionist networks is a difficult question and it constitutes the focus of this book. Computational Architectures Integrating Neural and Symbolic Processes addresses the underlying architectural aspects of the integration of neural and symbolic processes. In order to provide a basis for a deeper understanding of existing divergent approaches and provide insight for further developments in this field, this book presents: (1) an examination of specific architectures (grouped together according to their approaches), their strengths and weaknesses, why they work, and what they predict, and (2) a critique/comparison of these approaches. Computational Architectures Integrating Neural and Symbolic Processes is of interest to researchers, graduate students, and interested laymen, in areas such as cognitive science, artificial intelligence, computer science, cognitive psychology, and neurocomputing, in keeping up-to-date with the newest research trends. It is a comprehensive, in-depth introduction to this new emerging field.
Author: Sam Glucksberg
Publisher:
ISBN: 9780697065094
Category : Symbolism
Languages : en
Pages : 34
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Book Description
Author: John Dinsmore
Publisher: Psychology Press
ISBN: 1317782380
Category : Psychology
Languages : en
Pages : 316
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Book Description
The modern study of cognition finds itself with two widely endorsed but seemingly incongruous theoretical paradigms. The first of these, inspired by formal logic and the digital computer, sees reasoning in the principled manipulation of structured symbolic representations. The second, inspired by the physiology of the brain, sees reasoning as the behavior that emerges from the direct interactions found in large networks of simple processing components. Each paradigm has its own accomplishments, problems, methodology, proponents, and agenda. This book records the thoughts of researchers -- from both computer science and philosophy -- on resolving the debate between the symbolic and connectionist paradigms. It addresses theoretical and methodological issues throughout, but at the same time exhibits the current attempts of practicing cognitive scientists to solve real problems.
Author: Emanuela Lombardo
Publisher: Routledge
ISBN: 1317014529
Category : Political Science
Languages : en
Pages : 250
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Book Description
What is symbolic representation? Since Hanna Pitkin’s seminal The Concept of Representation, the symbolic has been the least studied dimension of political representation. Innovatively adopting a discursive approach, this book - the first full-length treatment of symbolic representation - focuses on gender issues to tackle important questions such as: What are women and men symbols of, and how is gender constructed in policy discourse? It studies what functions symbolic representation fulfils in the construction of gender, what social roles get legitimized in policy discourse, and how this affects power constellations, ultimately revealing much about the relation between symbolic, descriptive, and substantive representation. Emanuela Lombardo and Petra Meier draw on theories of symbolic representation and gender, as well as rich primary material about political debates on labour and care issues, partnership and reproductive rights, gender violence, and quotas. Using this original data, the authors show that reconsidering symbolic representation from a discursive perspective makes explicit issues of (in)equality embedded within particular constructions, as well as their consequences for political representation and gender equality. This important exploration raises relevant new questions regarding the representation of gender that form valuable contributions to the fields of political science, political theory, sociology, and gender studies.
Author: Artur S. d'Avila Garcez
Publisher: Springer Science & Business Media
ISBN: 1447102118
Category : Computers
Languages : en
Pages : 276
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Book Description
Artificial Intelligence is concerned with producing devices that help or replace human beings in their daily activities. Neural-symbolic learning systems play a central role in this task by combining, and trying to benefit from, the advantages of both the neural and symbolic paradigms of artificial intelligence. This book provides a comprehensive introduction to the field of neural-symbolic learning systems, and an invaluable overview of the latest research issues in this area. It is divided into three sections, covering the main topics of neural-symbolic integration - theoretical advances in knowledge representation and learning, knowledge extraction from trained neural networks, and inconsistency handling in neural-symbolic systems. Each section provides a balance of theory and practice, giving the results of applications using real-world problems in areas such as DNA sequence analysis, power systems fault diagnosis, and software requirements specifications. Neural-Symbolic Learning Systems will be invaluable reading for researchers and graduate students in Engineering, Computing Science, Artificial Intelligence, Machine Learning and Neurocomputing. It will also be of interest to Intelligent Systems practitioners and anyone interested in applications of hybrid artificial intelligence systems.
Author: Orval Hobart Mowrer
Publisher:
ISBN:
Category :
Languages : en
Pages :
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Book Description
