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Parallel Distributed Processing Psychological And Biological Models
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Book Synopsis Parallel Distributed Processing, Volume 2 by : James L. Mcclelland
Download or read book Parallel Distributed Processing, Volume 2 written by James L. Mcclelland and published by MIT Press. This book was released on 1987-07-29 with total page 636 pages. Available in PDF, EPUB and Kindle. Book excerpt: What makes people smarter than computers? These volumes by a pioneering neurocomputing group suggest that the answer lies in the massively parallel architecture of the human mind. They describe a new theory of cognition called connectionism that is challenging the idea of symbolic computation that has traditionally been at the center of debate in theoretical discussions about the mind. The authors' theory assumes the mind is composed of a great number of elementary units connected in a neural network. Mental processes are interactions between these units which excite and inhibit each other in parallel rather than sequential operations. In this context, knowledge can no longer be thought of as stored in localized structures; instead, it consists of the connections between pairs of units that are distributed throughout the network. Volume 1 lays the foundations of this exciting theory of parallel distributed processing, while Volume 2 applies it to a number of specific issues in cognitive science and neuroscience, with chapters describing models of aspects of perception, memory, language, and thought.
Book Synopsis Parallel Distributed Processing: Psychological and biological models by : David E. Rumelhart
Download or read book Parallel Distributed Processing: Psychological and biological models written by David E. Rumelhart and published by . This book was released on 1986 with total page 611 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Parallel Distributed Processing by : James L. MacClelland
Download or read book Parallel Distributed Processing written by James L. MacClelland and published by . This book was released on 1986 with total page 547 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Parallel Distributed Processing by :
Download or read book Parallel Distributed Processing written by and published by . This book was released on 1986 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Explorations in Parallel Distributed Processing by : James L. McClelland
Download or read book Explorations in Parallel Distributed Processing written by James L. McClelland and published by MIT Press. This book was released on 1989 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: Accompanies Parallel distributed processing. Vols.1-2/James L. McClelland, David E.Rumelhart; and the PDP Research Group.
Book Synopsis Parallel Distributed Processing by :
Download or read book Parallel Distributed Processing written by and published by . This book was released on 1986 with total page 611 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Parallel Distributed Processing, Volume 1 by : David E. Rumelhart
Download or read book Parallel Distributed Processing, Volume 1 written by David E. Rumelhart and published by National Geographic Books. This book was released on 1987-07-29 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: What makes people smarter than computers? These volumes by a pioneering neurocomputing group suggest that the answer lies in the massively parallel architecture of the human mind. They describe a new theory of cognition called connectionism that is challenging the idea of symbolic computation that has traditionally been at the center of debate in theoretical discussions about the mind. The authors' theory assumes the mind is composed of a great number of elementary units connected in a neural network. Mental processes are interactions between these units which excite and inhibit each other in parallel rather than sequential operations. In this context, knowledge can no longer be thought of as stored in localized structures; instead, it consists of the connections between pairs of units that are distributed throughout the network. Volume 1 lays the foundations of this exciting theory of parallel distributed processing, while Volume 2 applies it to a number of specific issues in cognitive science and neuroscience, with chapters describing models of aspects of perception, memory, language, and thought.
Book Synopsis Parallel Distributed Processing by : David E. Rumelhart
Download or read book Parallel Distributed Processing written by David E. Rumelhart and published by Bradford Books. This book was released on 1987-07 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mathematics of Computing -- Parallelism.
Book Synopsis Parallel Distributed Processing by : Richard G. M. Morris
Download or read book Parallel Distributed Processing written by Richard G. M. Morris and published by . This book was released on 1989 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years there has been a substantial growth of interest in parallel distributed processing among experimental psychologists and neurobiologists. Many hope that developments in formal analysis of neural networks will provide a bridge between psychological accounts of cognitive function and those at the neural level. This volume examines the implications of these developments and their influence on experimental psychology and neurobiology. It includes coverage of formal PDP models, providing an introduction to the approach, with full information on assumptions and algorithms. The psychological implications of these models for research on both humans and animals is also discussed. Each of the main parts is introduced by a chapter that outlines the key issues under discussion.
Book Synopsis Theoretical Aspects of Memory by : Michael Gruneberg
Download or read book Theoretical Aspects of Memory written by Michael Gruneberg and published by Routledge. This book was released on 2006-09-21 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recent years have seen major developments in our understanding of how memories works. Aspects of Memory gives a clear introduction by some of the world's leading experts. The first two chapters of set past theorising about memory in an historical context and identify the major aspects of memory to be captured by any theoretical account. Later chapters go on to discuss theoretical accounts of working memory, the development of memory, implicity memory, and context-dependent memory. A final section discusses the respective strengths and problems of naturalistic and laboratory research on memory.Aspects of Memory provides an excellent authoritative textbook of current approaches to memory.
Book Synopsis Neural Information Processing Systems by : Dana Z. Anderson
Download or read book Neural Information Processing Systems written by Dana Z. Anderson and published by Springer Science & Business Media. This book was released on 1988-01-01 with total page 890 pages. Available in PDF, EPUB and Kindle. Book excerpt: Papers comprising this volume were presented at the first IEEE Conference on [title] held in Denver, Co., Nov. 1987. As the limits of the digital computer become apparent, interest in neural networks has intensified. Ninety contributions discuss what neural networks can do, addressing topics that in
Book Synopsis Connections and Symbols by : Steven Pinker
Download or read book Connections and Symbols written by Steven Pinker and published by MIT Press. This book was released on 1988 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: Connections and Symbols provides the first systematic analysis of the explosive new field of Connectionism that is challenging the basic tenets of cognitive science. Does intelligence result from the manipulation of structured symbolic expressions? Or is it the result of the activation of large networks of densely interconnected simple units? Connections and Symbols provides the first systematic analysis of the explosive new field of Connectionism that is challenging the basic tenets of cognitive science. These lively discussions by Jerry A. Fodor, Zenon W. Pylyshyn, Steven Pinker, Alan Prince, Joel Lechter, and Thomas G. Bever raise issues that lie at the core of our understanding of how the mind works: Does connectionism offer it truly new scientific model or does it merely cloak the old notion of associationism as a central doctrine of learning and mental functioning? Which of the new empirical generalizations are sound and which are false? And which of the many ideas such as massively parallel processing, distributed representation, constraint satisfaction, and subsymbolic or microfeatural analyses belong together, and which are logically independent? Now that connectionism has arrived with full-blown models of psychological processes as diverse as Pavlovian conditioning, visual recognition, and language acquisition, the debate is on. Common themes emerge from all the contributors to Connections and Symbols: criticism of connectionist models applied to language or the parts of cognition employing language like operations; and a focus on what it is about human cognition that supports the traditional physical symbol system hypothesis. While criticizing many aspects of connectionist models, the authors also identify aspects of cognition that could he explained by the connectionist models. Connections and Symbols is included in the Cognition Special Issue series, edited by Jacques Mehler.
Book Synopsis Learning in Natural and Connectionist Systems by : R.H. Phaf
Download or read book Learning in Natural and Connectionist Systems written by R.H. Phaf and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 307 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modern research in neural networks has led to powerful artificial learning systems, while recent work in the psychology of human memory has revealed much about how natural systems really learn, including the role of unconscious, implicit, memory processes. Regrettably, the two approaches typically ignore each other. This book, combining the approaches, should contribute to their mutual benefit. New empirical work is presented showing dissociations between implicit and explicit memory performance. Recently proposed explanations for such data lead to a new connectionist learning procedure: CALM (Categorizing and Learning Module), which can learn with or without supervision, and shows practical advantages over many existing procedures. Specific experiments are simulated by a network model (ELAN) composed of CALM modules. A working memory extension to the model is also discussed that could give it symbol manipulation abilities. The book will be of interest to memory psychologists and connectionists, as well as to cognitive scientists who in the past have tended to restrict themselves to symbolic models.
Book Synopsis Cerebral Laterality by : Frederick L. Kitterle
Download or read book Cerebral Laterality written by Frederick L. Kitterle and published by Psychology Press. This book was released on 2013-01-11 with total page 250 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research on clinical populations and studies of normal individuals support the conclusion that there are functional differences between the cerebral hemispheres. This book captures some of the major developments in the field of cerebral laterality research of the last five years. These include lateralization in non-human primates, computational models of hemispheric processing, hemispheric transfer and interaction, perceptual asymmetries, techniques to measure dynamic changes in hemispheric processing of information, and new conceptualizations of the relation between handedness and cerebral laterality. The topics discussed exhibit an interconnectedness such that the approaches and techniques used in one area of cerebral laterality research have implications for research in other disciplines. They also reflect changes in the conceptualization of general theoretical issues regarding cerebral laterality research.
Book Synopsis Philosophy, Mind, and Cognitive Inquiry by : David J. Cole
Download or read book Philosophy, Mind, and Cognitive Inquiry written by David J. Cole and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 447 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 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. No problem within the field of cognitive inquiry is more difficult than that of developing an adequate conception of the nature of mind and of its mode of operation. Our purpose in compiling the present volume has been to contribute to the pursuit of this objective by bringing together a repre sentative cross-section of the principal approaches and the primary players who are engaged in contemporary debate on these crucial issues. The book begins with a comprehensive introduction composed by David Cole, the senior editor of this work, which provides a background for understanding the major problems and alternative solutions, and ends with a selected bibliography intended to promote further research. If our efforts assist others in dealing with these issues, they will have been worthwhile. J. H. F. David J. Cole et at. (eds. ), Philosophy, Mind, and Cognitive Inquiry, ix.
Book Synopsis Cognitive Modeling by : Thad A. Polk
Download or read book Cognitive Modeling written by Thad A. Polk and published by MIT Press. This book was released on 2002 with total page 1300 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive introduction to the computational modeling of human cognition.
Book Synopsis Connectionism and the Philosophy of Mind by : T. Horgan
Download or read book Connectionism and the Philosophy of Mind written by T. Horgan and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 484 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
