Associative Memory
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Self Organization And Associative Memory
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Author : Teuvo Kohonen
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Self Organization And Associative Memory written by Teuvo Kohonen and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Medical categories.
While the present edition is bibliographically the third one of Vol. 8 of the Springer Series in Information Sciences (IS 8), the book actually stems from Vol. 17 of the series Communication and Cybernetics (CC 17), entitled Associative Memory - A System-Theoretical Approach, which appeared in 1977. That book was the first monograph on distributed associative memories, or "content-addressable memories" as they are frequently called, especially in neural-networks research. This author, however, would like to reserve the term "content-addressable memory" for certain more traditional constructs, the memory locations of which are selected by parallel search. Such devices are discussed in Vol. 1 of the Springer Series in Information Sciences, Content-Addressable Memories. This third edition of IS 8 is rather similar to the second one. Two new discussions have been added: one to the end of Chap. 5, and the other (the L VQ 2 algorithm) to the end of Chap. 7. Moreover, the convergence proof in Sect. 5.7.2 has been revised.
Associative Memory
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Author : T. Kohonen
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Associative Memory written by T. Kohonen and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Science categories.
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.
Human Associative Memory
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Author : John R. Anderson
language : en
Publisher: Psychology Press
Release Date : 2014-02-25
Human Associative Memory written by John R. Anderson and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-02-25 with Psychology categories.
First published in 1973. This book proposes and tests a theory about human memory, about how a person encodes, retains, and retrieves information from memory. The book is especially concerned with memory for sentential materials. We propose a theoretical framework which is adequate for describing comprehension of linguistic materials, for exhibiting the internal representation of propositional materials, for characterizing the interpretative processes which encode this information into memory and make use of it for remembering, for answering questions, recognizing instances of known categories, drawing inferences, and making deductions.
Human Associative Memory
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Author : John Robert Anderson
language : en
Publisher: Psychology Press
Release Date : 1980
Human Associative Memory written by John Robert Anderson and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1980 with Psychology categories.
This brief edition contains two major parts. The first is the historical analysis of associationism and its countertraditions, which still provides the framework used to relate current research to an important intellectual tradition. The second part of the book reproduces the major components of the HAM theory. In our view, the major contribution of that theory was the propositional network analyses of memory and the placement of those representational assumptions into an information-processing framework. This book is smaller than the previous book on HAM thanks to a re-evaluation of certain sections which have been deleted--some due to out of date information, some because the analyses presented have been replaced by better ones. This book makes the more important points of the original HAM book available at a more economical price. - from the preface.
Parallel Models Of Associative Memory
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Author : Geoffrey E. Hinton
language : en
Publisher: Psychology Press
Release Date : 2014-02-25
Parallel Models Of Associative Memory written by Geoffrey E. Hinton and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-02-25 with Psychology categories.
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.
Associative Memory Cells Basic Units Of Memory Trace
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Author : Jin-Hui Wang
language : en
Publisher: Springer Nature
Release Date : 2019-09-10
Associative Memory Cells Basic Units Of Memory Trace written by Jin-Hui Wang and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-09-10 with Medical categories.
This book focuses on associative memory cells and their working principles, which can be applied to associative memories and memory-relevant cognitions. Providing comprehensive diagrams, it presents the author's personal perspectives on pathology and therapeutic strategies for memory deficits in patients suffering from neurological diseases and psychiatric disorders. Associative learning is a common approach to acquire multiple associated signals, including knowledge, experiences and skills from natural environments or social interaction. The identification of the cellular and molecular mechanisms underlying associative memory is important in furthering our understanding of the principles of memory formation and memory-relevant behaviors as well as in developing therapeutic strategies that enhance memory capacity in healthy individuals and improve memory deficit in patients suffering from neurological disease and psychiatric disorders. Although a series of hypotheses about neural substrates for associative memory has been proposed, numerous questions still need to be addressed, especially the basic units and their working principle in engrams and circuits specific for various memory patterns. This book summarizes the developments concerning associative memory cells reported in current and past literature, providing a valuable overview of the field for neuroscientists, psychologists and students.
Associative Memory
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Author : Teuvo Kohonen
language : en
Publisher:
Release Date : 1977-01-01
Associative Memory written by Teuvo Kohonen and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1977-01-01 with Associative storage categories.
Associative Neural Memories
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Author : Mohamad H. Hassoun
language : en
Publisher:
Release Date : 1993
Associative Neural Memories written by Mohamad H. Hassoun and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with Computers categories.
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
Self Organization And Associative Memory
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Author : Teuvo Kohonen
language : en
Publisher: Springer
Release Date : 2012-12-06
Self Organization And Associative Memory written by Teuvo Kohonen and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Science categories.
Two significant things have happened since the writing of the first edition in 1983. One of them is recent arousal of strong interest in general aspects of "neural computing", or "neural networks", as the previous neural models are nowadays called. The incentive, of course, has been to develop new com puters. Especially it may have been felt that the so-called fifth-generation computers, based on conventional logic programming, do not yet contain in formation processing principles of the same type as those encountered in the brain. All new ideas for the "neural computers" are, of course, welcome. On the other hand, it is not very easy to see what kind of restrictions there exist to their implementation. In order to approach this problem systematically, cer tain lines of thought, disciplines, and criteria should be followed. It is the pur pose of the added Chapter 9 to reflect upon such problems from a general point of view. Another important thing is a boom of new hardware technologies for dis tributed associative memories, especially high-density semiconductor circuits, and optical materials and components. The era is very close when the parallel processors can be made all-optical. Several working associative memory archi tectures, based solely on optical technologies, have been constructed in recent years. For this reason it was felt necessary to include a separate chapter (Chap. 10) which deals with the optical associative memories. Part of its con tents is taken over from the first edition.
Parallel Models Of Associative Memory
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Author : Geoffrey E. Hinton
language : en
Publisher: Psychology Press
Release Date : 1989
Parallel Models Of Associative Memory written by Geoffrey E. Hinton and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1989 with Computers categories.
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.