Introduction to Modeling Cognitive Processes

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Publisher : MIT Press
ISBN 13 : 0262045362
Total Pages : 265 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis Introduction to Modeling Cognitive Processes by : Tom Verguts

Download or read book Introduction to Modeling Cognitive Processes written by Tom Verguts and published by MIT Press. This book was released on 2022-02-01 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: An introduction to computational modeling for cognitive neuroscientists, covering both foundational work and recent developments. Cognitive neuroscientists need sophisticated conceptual tools to make sense of their field’s proliferation of novel theories, methods, and data. Computational modeling is such a tool, enabling researchers to turn theories into precise formulations. This book offers a mathematically gentle and theoretically unified introduction to modeling cognitive processes. Theoretical exercises of varying degrees of difficulty throughout help readers develop their modeling skills. After a general introduction to cognitive modeling and optimization, the book covers models of decision making; supervised learning algorithms, including Hebbian learning, delta rule, and backpropagation; the statistical model analysis methods of model parameter estimation and model evaluation; the three recent cognitive modeling approaches of reinforcement learning, unsupervised learning, and Bayesian models; and models of social interaction. All mathematical concepts are introduced gradually, with no background in advanced topics required. Hints and solutions for exercises and a glossary follow the main text. All code in the book is Python, with the Spyder editor in the Anaconda environment. A GitHub repository with Python files enables readers to access the computer code used and start programming themselves. The book is suitable as an introduction to modeling cognitive processes for students across a range of disciplines and as a reference for researchers interested in a broad overview.

Exploring Science

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Publisher : MIT Press
ISBN 13 : 9780262611763
Total Pages : 260 pages
Book Rating : 4.6/5 (117 download)

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Book Synopsis Exploring Science by : David Klahr

Download or read book Exploring Science written by David Klahr and published by MIT Press. This book was released on 2000 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: David Klahr suggests that we now know enough about cognition--and hence about everyday thinking--to advance our understanding of scientific thinking.

The Creative Cognition Approach

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Publisher : MIT Press
ISBN 13 : 9780262193542
Total Pages : 374 pages
Book Rating : 4.1/5 (935 download)

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Book Synopsis The Creative Cognition Approach by : Steven M. Smith

Download or read book The Creative Cognition Approach written by Steven M. Smith and published by MIT Press. This book was released on 1995 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt: Annotation Surveys the studies and theoretical views of prominent researchers in the areas of problem solving, concept formation, and thinking. Contributors cover a wide range of approaches that play a role in creative cognition, from associationism, to Gestalt, to computational approaches. Topics include dreams, intuition, the use of prior knowledge in creative thinking, insight versus analytic problem solving, and visual and computational processes in creative cognition. Annotation c. by Book News, Inc., Portland, Or.

The Experience of Thinking

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Publisher : Psychology Press
ISBN 13 : 1136157905
Total Pages : 289 pages
Book Rating : 4.1/5 (361 download)

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Book Synopsis The Experience of Thinking by : Christian Unkelbach

Download or read book The Experience of Thinking written by Christian Unkelbach and published by Psychology Press. This book was released on 2013-05-07 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: When retrieving a quote from memory, evaluating a testimony’s truthfulness, or deciding which products to buy, people experience immediate feelings of ease or difficulty, of fluency or disfluency. Such "experiences of thinking" occur with every cognitive process, including perceiving, processing, storing, and retrieving information, and they have been the defining element of a vibrant field of scientific inquiry during the last four decades. This book brings together the latest research on how such experiences of thinking influence cognition and behavior. The chapters present recent theoretical developments and describe the effects of these influences, as well as the practical implications of this research. The book includes contributions from the leading scholars in the field and provides a comprehensive survey of this expanding area. This integrative overview will be invaluable to researchers, teachers, students, and professionals in the field of social and cognitive psychology.

A Meaning Processing Approach to Cognition

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Publisher : Routledge
ISBN 13 : 100076253X
Total Pages : 389 pages
Book Rating : 4.0/5 (7 download)

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Book Synopsis A Meaning Processing Approach to Cognition by : John Flach

Download or read book A Meaning Processing Approach to Cognition written by John Flach and published by Routledge. This book was released on 2019-11-28 with total page 389 pages. Available in PDF, EPUB and Kindle. Book excerpt: A cognitive psychologist and an industrial design engineer draw on their own experiences of cognition in the context of everyday life and work to explore how people attempt to find practical solutions for complex situations. The book approaches these issues by considering higher-order relations between humans and their ecologies such as satisfying, specifying, and affording. This approach is consistent with recent shifts in the worlds of technology and product design from the creation of physical objects to the creation of experiences. Featuring a wealth of bespoke illustrations throughout, A Meaning Processing Approach to Cognition bridges the gap between controlled laboratory experiments and real-world experience, by questioning the metaphysical foundations of cognitive science and suggesting alternative directions to provide better insights for design and engineering. An essential read for all students of Ecological Psychology or Cognitive Systems Design, this book takes the reader on a journey beyond the conventional dichotomy of mind and matter to explore what really matters.

The Process of Cognition

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Publisher : Prentice Hall
ISBN 13 : 9780137229833
Total Pages : 250 pages
Book Rating : 4.2/5 (298 download)

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Book Synopsis The Process of Cognition by : Arthur L. Blumenthal

Download or read book The Process of Cognition written by Arthur L. Blumenthal and published by Prentice Hall. This book was released on 1977 with total page 250 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Cognition and Motor Processes

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Publisher : Springer Science & Business Media
ISBN 13 : 3642693822
Total Pages : 378 pages
Book Rating : 4.6/5 (426 download)

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Book Synopsis Cognition and Motor Processes by : W. Prinz

Download or read book Cognition and Motor Processes written by W. Prinz and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 378 pages. Available in PDF, EPUB and Kindle. Book excerpt: The issue of the relationship between cognition and motor processes can be - and has been - raised at different levels of analysis. At the neurophysiological level it refers to the interactions between afferent and efferent information. At the neurological and neuropsychological level it relates to the mutual dependencies between the sensory and the motor part of the brain, or, more precisely, between sensory and motor functions of various parts of the brain. In psychology, the issue under debate concerns, at a molecular level, the relationship between percep tion and movement or, at a more molar level, the relations between cognition and action. For the title of this book we deliberately decided to combine two terms that are taken from two of these levels ,in order to emphasize both the multilevel structure of the issues involved and the multidis ciplinary nature of the following contributions. Although the term "cognition" has been tremendously misused in recent years (at least in psychology), it is still the only term available to serve as a convenient collective name for all sorts of cognitive processes and functions.

Cognition

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Publisher : John Wiley & Sons
ISBN 13 : 1118233603
Total Pages : 924 pages
Book Rating : 4.1/5 (182 download)

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Book Synopsis Cognition by : Robert W. Weisberg

Download or read book Cognition written by Robert W. Weisberg and published by John Wiley & Sons. This book was released on 2013-02-07 with total page 924 pages. Available in PDF, EPUB and Kindle. Book excerpt: From memory to creativity—a complete and current presentation of the field of cognition The process of cognition allows us to function in life; it translates inputs from the world so we can recognize the sound of the alarm clock, remember the day of the week, and decide which clothes to wear. Cognition: From Memory to Creativity provides readers with a clear, research-based, and well-illustrated presentation of the field, starting with memory—the most accessible starting point—to more complex functions and research in information processing. Authors Robert Weisberg and Lauretta Reeves include the newest neurological findings that help us understand the human processes that allow for cognition. Unique in its organization, Cognition incorporates both classical and modern research and provides demonstration experiments for students to conduct with simple materials. Cognition explores: Models of memory and memory systems Encoding and retrieval Forgetting vs. false memory Visual cognition Attention and imagery Sounds, words, and meaning Logical thinking and decision making Problem solving and creative thinking

The Nature of Cognition

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Publisher : MIT Press
ISBN 13 : 9780262692120
Total Pages : 760 pages
Book Rating : 4.6/5 (921 download)

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Book Synopsis The Nature of Cognition by : Robert J. Sternberg

Download or read book The Nature of Cognition written by Robert J. Sternberg and published by MIT Press. This book was released on 1999 with total page 760 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is the first to introduce the study of cognition in terms of the major conceptual themes that underlie virtually all the substantive topics.

Cognition in the Wild

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Publisher : MIT Press
ISBN 13 : 0262581469
Total Pages : 403 pages
Book Rating : 4.2/5 (625 download)

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Book Synopsis Cognition in the Wild by : Edwin Hutchins

Download or read book Cognition in the Wild written by Edwin Hutchins and published by MIT Press. This book was released on 1996-08-26 with total page 403 pages. Available in PDF, EPUB and Kindle. Book excerpt: Edwin Hutchins combines his background as an anthropologist and an open ocean racing sailor and navigator in this account of how anthropological methods can be combined with cognitive theory to produce a new reading of cognitive science. His theoretical insights are grounded in an extended analysis of ship navigation—its computational basis, its historical roots, its social organization, and the details of its implementation in actual practice aboard large ships. The result is an unusual interdisciplinary approach to cognition in culturally constituted activities outside the laboratory—"in the wild." Hutchins examines a set of phenomena that have fallen in the cracks between the established disciplines of psychology and anthropology, bringing to light a new set of relationships between culture and cognition. The standard view is that culture affects the cognition of individuals. Hutchins argues instead that cultural activity systems have cognitive properties of their own that are different from the cognitive properties of the individuals who participate in them. Each action for bringing a large naval vessel into port, for example, is informed by culture: the navigation team can be seen as a cognitive and computational system. Introducing Navy life and work on the bridge, Hutchins makes a clear distinction between the cognitive properties of an individual and the cognitive properties of a system. In striking contrast to the usual laboratory tasks of research in cognitive science, he applies the principal metaphor of cognitive science—cognition as computation (adopting David Marr's paradigm)—to the navigation task. After comparing modern Western navigation with the method practiced in Micronesia, Hutchins explores the computational and cognitive properties of systems that are larger than an individual. He then turns to an analysis of learning or change in the organization of cognitive systems at several scales. Hutchins's conclusion illustrates the costs of ignoring the cultural nature of cognition, pointing to the ways in which contemporary cognitive science can be transformed by new meanings and interpretations. A Bradford Book

Creative Cognition

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Publisher : MIT Press
ISBN 13 : 0262560968
Total Pages : 255 pages
Book Rating : 4.2/5 (625 download)

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Book Synopsis Creative Cognition by : Ronald A. Finke

Download or read book Creative Cognition written by Ronald A. Finke and published by MIT Press. This book was released on 1996-01-05 with total page 255 pages. Available in PDF, EPUB and Kindle. Book excerpt: Creative Cognition combines original experiments with existing work in cognitive psychology to provide the first explicit account of the cognitive processes and structures that contribute to creative thinking and discovery. Creative Cognition combines original experiments with existing work in cognitive psychology to provide the first explicit account of the cognitive processes and structures that contribute to creative thinking and discovery. In separate chapters, the authors take up visualization, concept formation, categorization, memory retrieval, and problem solving. They describe novel experimental methods for studying creative cognitive processes under controlled laboratory conditions, along with techniques that can be used to generate many different types of inventions and concepts. Unlike traditional approaches, Creative Cognition considers creativity as a product of numerous cognitive processes, each of which helps to set the stage for insight and discovery. It identifies many of these processes as well as general principles of creative cognition that can be applied across a variety of different domains, with examples in artificial intelligence, engineering design, product development, architecture, education, and the visual arts. Following a summary of previous approaches to creativity, the authors present a theoretical model of the creative process. They review research involving an innovative imagery recombination technique, developed by Finke, that clearly demonstrates that creative inventions can be induced in the laboratory. They then describe experiments in category learning that support the provocative claim that the factors constraining category formation similarly constrain imagination and illustrate the role of various memory processes and other strategies in creative problem solving.

The Psychology of Evaluation

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Publisher : Psychology Press
ISBN 13 : 1135640580
Total Pages : 729 pages
Book Rating : 4.1/5 (356 download)

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Book Synopsis The Psychology of Evaluation by : Jochen Musch

Download or read book The Psychology of Evaluation written by Jochen Musch and published by Psychology Press. This book was released on 2003-01-30 with total page 729 pages. Available in PDF, EPUB and Kindle. Book excerpt: The affective connotations of environmental stimuli are evaluated spontaneously and with minimal cognitive processing. The activated evaluations influence subsequent emotional and cognitive processes. Featuring original contributions from leading researchers active in this area, this book reviews and integrates the most recent research and theories on this exciting new topic. Many fundamental issues regarding the nature of and relationship between evaluations, cognition, and emotion are covered. The chapters explore the mechanisms and boundary conditions of automatic evaluative processes, the determinants of valence, indirect measures of individual differences in the evaluation of social stimuli, and the relationship between evaluations and mood, as well as emotion and behavior. Offering a highly integrated and comprehensive coverage of the field, this book is suitable as a core textbook in advanced courses dealing with the role of evaluations in cognition and emotion.

Encyclopedia of Clinical Neuropsychology

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Publisher : Springer Science & Business Media
ISBN 13 : 0387799478
Total Pages : 0 pages
Book Rating : 4.3/5 (877 download)

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Book Synopsis Encyclopedia of Clinical Neuropsychology by : Jeffrey Kreutzer

Download or read book Encyclopedia of Clinical Neuropsychology written by Jeffrey Kreutzer and published by Springer Science & Business Media. This book was released on 2010-09-29 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Encyclopedia goes beyond other references in the field to offer concise and comprehensive coverage of assessment, treatment and rehabilitation in a single source, with more than fifteen hundred entries with linked cross-references and suggested readings.

An Introduction to Cognitive Psychology

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Publisher : Psychology Press
ISBN 13 : 9780863776397
Total Pages : 376 pages
Book Rating : 4.7/5 (763 download)

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Book Synopsis An Introduction to Cognitive Psychology by : David Groome

Download or read book An Introduction to Cognitive Psychology written by David Groome and published by Psychology Press. This book was released on 1999 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a comprehensive undergraduate textbook which provides, in a single volume, chapters on both normal cognitive function and related clinical disorder.

Discovering the Brain

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Publisher : National Academies Press
ISBN 13 : 0309045290
Total Pages : 195 pages
Book Rating : 4.3/5 (9 download)

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Book Synopsis Discovering the Brain by : National Academy of Sciences

Download or read book Discovering the Brain written by National Academy of Sciences and published by National Academies Press. This book was released on 1992-01-01 with total page 195 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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."

Thinking, Fast and Slow

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Publisher : Farrar, Straus and Giroux
ISBN 13 : 1429969350
Total Pages : 511 pages
Book Rating : 4.4/5 (299 download)

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Book Synopsis Thinking, Fast and Slow by : Daniel Kahneman

Download or read book Thinking, Fast and Slow written by Daniel Kahneman and published by Farrar, Straus and Giroux. This book was released on 2011-10-25 with total page 511 pages. Available in PDF, EPUB and Kindle. Book excerpt: Major New York Times bestseller Winner of the National Academy of Sciences Best Book Award in 2012 Selected by the New York Times Book Review as one of the ten best books of 2011 A Globe and Mail Best Books of the Year 2011 Title One of The Economist's 2011 Books of the Year One of The Wall Street Journal's Best Nonfiction Books of the Year 2011 2013 Presidential Medal of Freedom Recipient Kahneman's work with Amos Tversky is the subject of Michael Lewis's The Undoing Project: A Friendship That Changed Our Minds In his mega bestseller, Thinking, Fast and Slow, Daniel Kahneman, the renowned psychologist and winner of the Nobel Prize in Economics, takes us on a groundbreaking tour of the mind and explains the two systems that drive the way we think. System 1 is fast, intuitive, and emotional; System 2 is slower, more deliberative, and more logical. The impact of overconfidence on corporate strategies, the difficulties of predicting what will make us happy in the future, the profound effect of cognitive biases on everything from playing the stock market to planning our next vacation—each of these can be understood only by knowing how the two systems shape our judgments and decisions. Engaging the reader in a lively conversation about how we think, Kahneman reveals where we can and cannot trust our intuitions and how we can tap into the benefits of slow thinking. He offers practical and enlightening insights into how choices are made in both our business and our personal lives—and how we can use different techniques to guard against the mental glitches that often get us into trouble. Winner of the National Academy of Sciences Best Book Award and the Los Angeles Times Book Prize and selected by The New York Times Book Review as one of the ten best books of 2011, Thinking, Fast and Slow is destined to be a classic.

Exploring Implicit Cognition: Learning, Memory, and Social Cognitive Processes

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Author :
Publisher : IGI Global
ISBN 13 : 1466666005
Total Pages : 393 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Exploring Implicit Cognition: Learning, Memory, and Social Cognitive Processes by : Jin, Zheng

Download or read book Exploring Implicit Cognition: Learning, Memory, and Social Cognitive Processes written by Jin, Zheng and published by IGI Global. This book was released on 2014-10-31 with total page 393 pages. Available in PDF, EPUB and Kindle. Book excerpt: While widely studied, the capacity of the human mind remains largely unexplored. As such, researchers are continually seeking ways to understand the brain, its function, and its impact on human behavior. Exploring Implicit Cognition: Learning, Memory, and Social Cognitive Processes explores research surrounding the ways in which an individual’s unconscious is able to influence and impact that person’s behavior without their awareness. Focusing on topics pertaining to social cognition and the unconscious process, this title is ideal for use by students, researchers, psychologists, and academicians interested in the latest insights into implicit cognition.