Parallel Models of Associative Memory PDF Download
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Author: Geoffrey E. Hinton
Publisher:
ISBN:
Category : Computers
Languages : en
Pages : 312
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Book Description
Author: Geoffrey E. Hinton
Publisher:
ISBN:
Category : Computers
Languages : en
Pages : 312
Get Book Here
Book Description
Author: Geoffrey E. Hinton
Publisher: Psychology Press
ISBN: 1317785207
Category : Psychology
Languages : en
Pages : 378
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Book Description
This update of the 1981 classic on neural networks includes new commentaries by the authors that show how the original ideas are related to subsequent developments. As researchers continue to uncover ways of applying the complex information processing abilities of neural networks, they give these models an exciting future which may well involve revolutionary developments in understanding the brain and the mind -- developments that may allow researchers to build adaptive intelligent machines. The original chapters show where the ideas came from and the new commentaries show where they are going.
Author: Geoffrey E. Hinton
Publisher: Psychology Press
ISBN: 1317785215
Category : Psychology
Languages : en
Pages : 350
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Book Description
This update of the 1981 classic on neural networks includes new commentaries by the authors that show how the original ideas are related to subsequent developments. As researchers continue to uncover ways of applying the complex information processing abilities of neural networks, they give these models an exciting future which may well involve revolutionary developments in understanding the brain and the mind -- developments that may allow researchers to build adaptive intelligent machines. The original chapters show where the ideas came from and the new commentaries show where they are going.
Author: Rob Ellis
Publisher: Psychology Press
ISBN: 1317715519
Category : Psychology
Languages : en
Pages : 716
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Book Description
This textbook provides an introduction and review of connectionist models applied to psychological topics. Chapters include basic reviews of connectionist models, their properties and their attributes. The application of these models to the domains of perception, memory, attention, word processing, higher language processing, and cognitive neuropsychology is then reviewed.
Author: Joseph P. Levy
Publisher: Psychology Press
ISBN: 1317744683
Category : Psychology
Languages : en
Pages : 353
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Book Description
Connectionist modelling and neural network applications had become a major sub-field of cognitive science by the mid-1990s. In this ground-breaking book, originally published in 1995, leading connectionists shed light on current approaches to memory and language modelling at the time. The book is divided into four sections: Memory; Reading; Computation and statistics; Speech and audition. Each section is introduced and set in context by the editors, allowing a wide range of language and memory issues to be addressed in one volume. This authoritative advanced level book will still be of interest for all engaged in connectionist research and the related areas of cognitive science concerned with language and memory.
Author: Jerry L. Potter
Publisher: Springer Science & Business Media
ISBN: 1461533007
Category : Computers
Languages : en
Pages : 291
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Book Description
Integrating associative processing concepts with massively parallel SIMD technology, this volume explores a model for accessing data by content rather than abstract address mapping.
Author: Mohamad H. Hassoun
Publisher:
ISBN:
Category : Computers
Languages : en
Pages : 384
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Book Description
Brings together significant works on associative neural memory theory (architecture, learning, analysis, and design) and hardware implementation (VLSI and opto-electronic) by leading international researchers. The volume is organized into an introductory chapter and four parts: biological and psychological connections, artificial associative neural memory models, analysis of memory dynamics and capacity, and implementation. Annotation copyright by Book News, Inc., Portland, OR
Author: Philip T. Quinlan
Publisher: University of Chicago Press
ISBN: 9780226699615
Category : Psychology
Languages : en
Pages : 316
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Book Description
The rapid growth of neural network research has led to a major reappraisal of many fundamental assumptions in cognitive and perceptual psychology. This text—aimed at the advanced undergraduate and beginning postgraduate student—is an in-depth guide to those aspects of neural network research that are of direct relevance to human information processing. Examples of new connectionist models of learning, vision, language and thought are described in detail. Both neurological and psychological considerations are used in assessing its theoretical contributions. The status of the basic predicates like exclusive-OR is examined, the limitations of perceptrons are explained and properties of multi-layer networks are described in terms of many examples of psychological processes. The history of neural networks is discussed from a psychological perspective which examines why certain issues have become important. The book ends with a general critique of the new connectionist approach. It is clear that new connectionism work provides a distinctive framework for thinking about central questions in cognition and perception. This new textbook provides a clear and useful introduction to its theories and applications.
Author: James L. McGaugh
Publisher: Oxford University Press
ISBN: 0195360257
Category : Psychology
Languages : en
Pages : 428
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Book Description
This edited volume summarizes recent findings of leading researchers investigating the brain systems that underlie memory. The book reviews recent progress in understanding forms of memory in animals and humans and the interaction of cortical and subcortical systems in the regulation of memory. Special emphasis is given to the development of neural network models that attempt to link cells to systems in the representation of memory. The book will be an invaluable source for cognitive psychologists, neuroscientists, and students interested in this active and exciting area of research.
Author: Jackie Guendouzi
Publisher: Psychology Press
ISBN: 1136945245
Category : Medical
Languages : en
Pages : 845
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Book Description
This handbook includes an overview of those areas of cognition and language processing that are relevant to the field of communication disorders, and provides examples of theoretical approaches to problems and issues in communication disorders. The first section includes a collection of chapters that outline some of the basic considerations and areas of cognition and language that underlie communication processing; a second section explains and exemplifies some of the influential theories of psycholinguistic/cognitive processing; and the third section illustrates theoretical applications to clinical populations. There is coverage of theories that have been either seminal or controversial in the research of communication disorders. Given the increasing multi-cultural workload of many practitioners working with clinical populations, chapters relating to bilingual populations are also included. The volume book provides a single interdisciplinary source where researchers and students can access information on psycholinguistic and cognitive processing theories relevant to clinical populations. A range of theories, models, and perspectives are provided. The range of topics and issues illustrate the relevance of a dynamic interaction between theoretical and applied work, and retains the complexity of psycholinguistic and cognitive theory for readers (both researchers and graduate students) whose primary interest is the field of communication disorders.
