parallel models of associative memory updated edition communication textbook

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Parallel Models Of Associative Memory

Author : Geoffrey E. Hinton
ISBN : 9781317785200
Genre : Psychology
File Size : 59. 60 MB
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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.

Learning And Memory A Comprehensive Reference

Author :
ISBN : 9780128052914
Genre : Medical
File Size : 52. 46 MB
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Learning and Memory: A Comprehensive Reference, Second Edition is the authoritative resource for scientists and students interested in all facets of learning and memory. This updated edition includes chapters that reflect the state-of-the-art of research in this area. Coverage of sleep and memory has been significantly expanded, while neuromodulators in memory processing, neurogenesis and epigenetics are also covered in greater detail. New chapters have been included to reflect the massive increase in research into working memory and the educational relevance of memory research. No other reference work covers so wide a territory and in so much depth. Provides the most comprehensive and authoritative resource available on the study of learning and memory and its mechanisms Incorporates the expertise of over 150 outstanding investigators in the field, providing a ‘one-stop’ resource of reputable information from world-leading scholars with easy cross-referencing of related articles to promote understanding and further research Includes further reading for each chapter that helps readers continue their research Includes a glossary of key terms that is helpful for users who are unfamiliar with neuroscience terminology

Complex Problem Solving

Author : Robert J. Sternberg
ISBN : 9781317783855
Genre : Education
File Size : 62. 70 MB
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Although complex problem solving has emerged as a field of psychology in its own right, the literature is, for the most part, widely scattered, and often so technical that it is inaccessible to non-experts. This unique book provides a comprehensive, in-depth, and accessible introduction to the field of complex problem solving. Chapter authors -- experts in their selected domains -- deliver systematic, thought-provoking analyses generally written from an information-processing point of view. Areas addressed include politics, electronics, and computers.

Human Associative Memory

Author : John R. Anderson
ISBN : 9781317769873
Genre : Psychology
File Size : 55. 93 MB
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First published in 1973. Routledge is an imprint of Taylor & Francis, an informa company.

Associative Memory

Author : T. Kohonen
ISBN : 9783642963841
Genre : Science
File Size : 52. 13 MB
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About the Scope of This Text This book contains two types of material ~ first, the many divergent and often diffuse meanings given to the concepts of association, associative memory, and associative recaZZ are expounded. A review of this kind was felt necessary because there apparently does not exist any single monograph which could serve as a reference to these topics. But the presentation of the main body of this text is motivated by quite other reasons: in recent years, plenty of interesting mathematical and system-theoretical material has been published which makes it possible to gain a view of associative memory which is different from the conventional abstract and computationally oriented approaches. It seems that the basic operation of associative memory, the storage of information together with the relations or links between the data items, and the selective recall of stored information relative to a piece of key or cue information presented, is not restricted to certain computer-technological implementations but can also be reflected in more general mathematically describable processes in certain physical or other systems, especially in their adaptive state changes. It further seems that some generally known forms of associative memory, namely, certain computer technological artifacts, or abstract systems of concepts or data, are in fact special representations of a class of processes characterized as associative memory.

Subsymbolic Natural Language Processing

Author : Risto Miikkulainen
ISBN : 0262132907
Genre : Computers
File Size : 30. 66 MB
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Risto Miikkulainen draws on recent connectionist work in language comprehension tocreate a model that can understand natural language. Using the DISCERN system as an example, hedescribes a general approach to building high-level cognitive models from distributed neuralnetworks and shows how the special properties of such networks are useful in modeling humanperformance. In this approach connectionist networks are not only plausible models of isolatedcognitive phenomena, but also sufficient constituents for complete artificial intelligencesystems.Distributed neural networks have been very successful in modeling isolated cognitivephenomena, but complex high-level behavior has been tractable only with symbolic artificialintelligence techniques. Aiming to bridge this gap, Miikkulainen describes DISCERN, a completenatural language processing system implemented entirely at the subsymbolic level. In DISCERN,distributed neural network models of parsing, generating, reasoning, lexical processing, andepisodic memory are integrated into a single system that learns to read, paraphrase, and answerquestions about stereotypical narratives.Miikkulainen's work, which includes a comprehensive surveyof the connectionist literature related to natural language processing, will prove especiallyvaluable to researchers interested in practical techniques for high-level representation,inferencing, memory modeling, and modular connectionist architectures.Risto Miikkulainen is anAssistant Professor in the Department of Computer Sciences at The University of Texas atAustin.

Connectionist Models And Their Implications

Author : David Waltz
ISBN : 0893914568
Genre : Computers
File Size : 51. 26 MB
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This volume includes a number of articles, some of which have previously appeared in Cognitive Science. The contributions as a whole present a fair sample of the late-1980s research and practice in connectionist models.

Parallel Computing

Author : Moreshwar R. Bhujade
ISBN : 812240684X
Genre : Parallel processing (Electronic computers)
File Size : 27. 3 MB
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Parallel Computing Deals With The Topics Of Current Interests In Parallel Processing Architectures (Synchronous Parallel Architectures). The Synchronous Model Of Parallel Processing Is Based On Two Orthogonal Fundamental Ideas, Viz.,1. Temporal Parallelism (Pipeline Processing), And2. Spatial Parallelism (Simd Parallel Processing).This Book Is Devoted To An Indepth Treatment Of Both Of The Above Ideas. The Primary Goal Here Is To Provide A Deeper Understanding Of The Ideas And Principles Involved And Not The Description Of Machines Which Could Be Found Elsewhere. The Material Presented In This Book Has Evolved Through The Advanced Courses Taught By The Author In Architecture And Parallel Processing. A One Semester Advanced Course Can Be Planned Employing The Material From This Book, Supplemented By The Papers Of Current Interests From Current Technical Literature.

The Cumulative Book Index

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ISBN : UOM:39015058373823
Genre : American literature
File Size : 58. 12 MB
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The Foundations Of Artificial Intelligence

Author : Derek Partridge
ISBN : 0521359449
Genre : Computers
File Size : 63. 51 MB
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This outstanding collection is designed to address the fundamental issues and principles underlying the task of Artificial Intelligence.

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