Models Of Short Term Memory

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Models Of Short Term Memory
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Author : Susan E. Gathercole
language : en
Publisher: Psychology Press
Release Date : 2013-06-20
Models Of Short Term Memory written by Susan E. Gathercole and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-06-20 with Psychology categories.
This volume offers a collection of theoretical perspectives in the area of short-term memory. It contains overviews of models of short-term memory, with particular emphasis placed on the detailed description of the functioning of the models. The volume represents both computational approaches and theories expressed in more traditional verbal form. Models represented in the volume also cover both developmental and neuropsychological perspectives on short-term memory.; This book should appeal to active researchers in the area of memory, to graduate students, and to academics who wish to update their knowledge of this fast- developing are of research and theory. Final year undergraduates may also find this book of interest.
The Cambridge Handbook Of Cognitive Science
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Author : Keith Frankish
language : en
Publisher: Cambridge University Press
Release Date : 2012-07-19
The Cambridge Handbook Of Cognitive Science written by Keith Frankish and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-07-19 with Philosophy categories.
An authoritative, up-to-date survey of the state of the art in cognitive science, written for non-specialists.
Long Short Term Memory Networks With Python
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Author : Jason Brownlee
language : en
Publisher: Machine Learning Mastery
Release Date : 2017-07-20
Long Short Term Memory Networks With Python written by Jason Brownlee and has been published by Machine Learning Mastery this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-07-20 with Computers categories.
The Long Short-Term Memory network, or LSTM for short, is a type of recurrent neural network that achieves state-of-the-art results on challenging prediction problems. In this laser-focused Ebook, finally cut through the math, research papers and patchwork descriptions about LSTMs. Using clear explanations, standard Python libraries and step-by-step tutorial lessons you will discover what LSTMs are, and how to develop a suite of LSTM models to get the most out of the method on your sequence prediction problems.
How We Think And Learn
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Author : Jeanne Ellis Ormrod
language : en
Publisher: Cambridge University Press
Release Date : 2017-02-13
How We Think And Learn written by Jeanne Ellis Ormrod and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-02-13 with Education categories.
This book introduces readers to principles and research findings about human learning and cognition in an engaging, conversational manner.
Interactions Between Short Term And Long Term Memory In The Verbal Domain
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Author : Annabel Thorn
language : en
Publisher: Psychology Press
Release Date : 2008-08-15
Interactions Between Short Term And Long Term Memory In The Verbal Domain written by Annabel Thorn and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-08-15 with Psychology categories.
The relationship between short-term and long-term memory systems is an issue of central concern to memory theorists. The association between temporary memory mechanisms and established knowledge bases is now regarded as critical to the development of theoretical and computational accounts of verbal short-term memory functioning. However, to date there is no single publication that provides dedicated and full coverage of current understanding of the association between short-term and long-term memory systems. Interactions between Short-Term and Long-Term Memory in the Verbal Domain is the first volume to comprehensively address this key issue. The book, focusing specifically on memory for verbal information, comprises chapters covering current theoretical approaches, together with the very latest experimental work, from leading researchers in the field. Chapters contributed to the book draw on both cognitive and neuropsychological research and reflect both conceptual and computational approaches to theorising. The contributing authors represent current research perspectives from both sides of the Atlantic. By addressing this important topic head-on, Interactions between Short-Term and Long-Term Memory in the Verbal Domain represents an invaluable resource for academics and students alike.
Discovering The Brain
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Author : National Academy of Sciences
language : en
Publisher: National Academies Press
Release Date : 1992-01-01
Discovering The Brain written by National Academy of Sciences and has been published by National Academies Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992-01-01 with Medical categories.
The brain ... There is no other part of the human anatomy that is so intriguing. How does it develop and function and why does it sometimes, tragically, degenerate? The answers are complex. In Discovering the Brain, science writer Sandra Ackerman cuts through the complexity to bring this vital topic to the public. The 1990s were declared the "Decade of the Brain" by former President Bush, and the neuroscience community responded with a host of new investigations and conferences. Discovering the Brain is based on the Institute of Medicine conference, Decade of the Brain: Frontiers in Neuroscience and Brain Research. Discovering the Brain is a "field guide" to the brainâ€"an easy-to-read discussion of the brain's physical structure and where functions such as language and music appreciation lie. Ackerman examines: How electrical and chemical signals are conveyed in the brain. The mechanisms by which we see, hear, think, and pay attentionâ€"and how a "gut feeling" actually originates in the brain. Learning and memory retention, including parallels to computer memory and what they might tell us about our own mental capacity. Development of the brain throughout the life span, with a look at the aging brain. Ackerman provides an enlightening chapter on the connection between the brain's physical condition and various mental disorders and notes what progress can realistically be made toward the prevention and treatment of stroke and other ailments. Finally, she explores the potential for major advances during the "Decade of the Brain," with a look at medical imaging techniquesâ€"what various technologies can and cannot tell usâ€"and how the public and private sectors can contribute to continued advances in neuroscience. This highly readable volume will provide the public and policymakersâ€"and many scientists as wellâ€"with a helpful guide to understanding the many discoveries that are sure to be announced throughout the "Decade of the Brain."
Models Of Human Memory
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Author : Donald A. Norman
language : en
Publisher: Elsevier
Release Date : 2013-10-22
Models Of Human Memory written by Donald A. Norman and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-10-22 with Science categories.
Models of Human Memory provides an overview of the state of knowledge on human memory models. The book begins with an introductory chapter on the basic stages of the memory system and the historical roots of memory models. The remaining chapters are organized into five parts. Part I on memory systems covers topics such as a system for perception and memory; multi-trace strength theory of memory; and a model for postperceptual verbal memory that postulates a single memory store, with multiple copies, called replicas, created in memory by rehearsal processes. Part II presents studies phoneme storage and word recognition. Part III on memory for associations examines the storage-retrieval theory for the memorizing processes and presents simple model of short-term memory (STM) for paired associates. Part IV on storage and retrieval mechanisms deals with mechanisms of repetition and rehearsal in short-term memory; models of recall and recognition; and memory search models. Part V presents a theory of human long-term associative memory; and examines conceptual and methodological interactions between information-processing investigations of cognitive activity and attempts to build models of memory.
Working Memory Capacity
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Author : Nelson Cowan
language : en
Publisher: Psychology Press
Release Date : 2012-06-12
Working Memory Capacity written by Nelson Cowan and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-06-12 with Psychology categories.
The idea of one's memory "filling up" is a humorous misconception of how memory in general is thought to work; it is actually has no capacity limit. However, the idea of a "full brain" makes more sense with reference to working memory, which is the limited amount of information a person can hold temporarily in an especially accessible form for use in the completion of almost any challenging cognitive task. This groundbreaking book explains the evidence supporting Cowan's theoretical proposal about working memory capacity, and compares it to competing perspectives. Cognitive psychologists profoundly disagree on how working memory is limited: whether by the number of units that can be retained (and, if so, what kind of units and how many?), the types of interfering material, the time that has elapsed, some combination of these mechanisms, or none of them. The book assesses these hypotheses and examines explanations of why capacity limits occur, including vivid biological, cognitive, and evolutionary accounts. The book concludes with a discussion of the practical importance of capacity limits in daily life. Incorporating the latest from the recent surge in research into working memory capacity limits and the remarkable new insights provided by neuroimaging techniques, this book serves as an invaluable resource for all memory researchers and is accessible to a wide range of readers.
Working Memory In Perspective
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Author : Jackie Andrade
language : en
Publisher: Psychology Press
Release Date : 2002-06-01
Working Memory In Perspective written by Jackie Andrade and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002-06-01 with Psychology categories.
The Baddeley and Hitch (1974) Working Memory model holds a central place in experimental psychology and continues to be extremely successful in guiding and stimulating research in applied and theoretical domains. Yet the model now faces challenges from conflicting data and competing theories. In this book, experienced researchers in the field address the question: Will the model survive these challenges? They explain why it is so successful, evaluate its weaknesses with respect to opposing data and theories and present their vision of the future of the model in their particular area of research. The book includes a discussion of the "Episodic Buffer" component which has recently been added to the working memory model. The result is a comprehensive and critical assessment of the working memory model and its contribution to current research in human cognition, cognitive development, neuroscience and computational modelling. Furthermore, this collection serves as a case study to illustrate the range of factors that determine the success or failure of a theory and as a forum for discussing what researchers want from scientific theories. The book begins with an accessible introduction to the model for those new to the field and explains the empirical methods used in working memory research. It concludes by highlighting areas of consensus and suggesting a programme of research to address issues of continuing controversy. Working Memory in Perspective will be a valuable resource to students and researchers alike in the fields of human memory, language, thought and cognitive development.
Connectionist Models Of Cognition And Perception
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Author : John Andrew Bullinaria
language : en
Publisher: World Scientific
Release Date : 2002
Connectionist Models Of Cognition And Perception written by John Andrew Bullinaria and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with Computers categories.
Connectionist Models of Cognition and Perception collects together refereed versions of twenty-three papers presented at the Seventh Neural Computation and Psychology Workshop (NCPW7). This workshop series is a well-established and unique forum that brings together researchers from such diverse disciplines as artificial intelligence, cognitive science, computer science, neurobiology, philosophy and psychology to discuss their latest work on connectionist modelling in psychology.The articles have the main theme of connectionist modelling of cognition and perception, and are organised into six sections, on: cell assemblies, representation, memory, perception, vision and language. This book is an invaluable resource for researchers interested in neural models of psychological phenomena.