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Disorders of Brain, Behavior, and Cognition: The Neurocomputational Perspective

Author: J.A. Reggia

Publisher: Elsevier

Published: 1999-09-16

Total Pages: 434

ISBN-13: 9780080862460

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This book contains selected contributions of papers, many presented at the Second International Workshop on Neural Modeling of Brain Disorders, as well as a few additional papers on related topics, including a wide range of presentations describing computational models of neurological, neuropsychological and psychiatric disorders. It is a unique, comprehensive review of the state-of-the-art of modeling cognitive and brain disorders, appealing to a multidisciplinary audience of clinicians, psychologists, neuroscientists, cognitive scientists, computer scientists, and other neural network researchers. The rest of the book is organized along four main themes, involving memory, neuropsychological, neurological and psychiatric disorders. In general, the cognitive disorders and these psychiatric diseases traditionally regarded as "functional" were modeled along functional lines, while those disorders traditionally viewed as "organic" neurological diseases generally drew more from knowledge of the underlying neurobiology and pathophysiology.

Book Synopsis Disorders of Brain, Behavior, and Cognition: The Neurocomputational Perspective by : J.A. Reggia

Download or read book Disorders of Brain, Behavior, and Cognition: The Neurocomputational Perspective written by J.A. Reggia and published by Elsevier. This book was released on 1999-09-16 with total page 434 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains selected contributions of papers, many presented at the Second International Workshop on Neural Modeling of Brain Disorders, as well as a few additional papers on related topics, including a wide range of presentations describing computational models of neurological, neuropsychological and psychiatric disorders. It is a unique, comprehensive review of the state-of-the-art of modeling cognitive and brain disorders, appealing to a multidisciplinary audience of clinicians, psychologists, neuroscientists, cognitive scientists, computer scientists, and other neural network researchers. The rest of the book is organized along four main themes, involving memory, neuropsychological, neurological and psychiatric disorders. In general, the cognitive disorders and these psychiatric diseases traditionally regarded as "functional" were modeled along functional lines, while those disorders traditionally viewed as "organic" neurological diseases generally drew more from knowledge of the underlying neurobiology and pathophysiology.

Disorders of Brain, Behavior and Cognition

Author: James A. Reggia

Publisher:

Published: 1999

Total Pages: 437

ISBN-13: 9780444801043

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Book Synopsis Disorders of Brain, Behavior and Cognition by : James A. Reggia

Download or read book Disorders of Brain, Behavior and Cognition written by James A. Reggia and published by . This book was released on 1999 with total page 437 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Physics of the Mind and Brain Disorders

Author: Ioan Opris

Publisher: Springer

Published: 2017-12-01

Total Pages: 782

ISBN-13: 3319296744

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This book covers recent advances in the understanding of brain structure, function and disorders based on the fundamental principles of physics. It covers a broad range of physical phenomena occurring in the brain circuits for perception, cognition, emotion and action, representing the building blocks of the mind. It provides novel insights into the devastating brain disorders of the mind such as schizophrenia, dementia, autism, aging or addictions, as well as into the new devices for brain repair. The book is aimed at basic researchers in the fields of neuroscience, physics, biophysics and clinicians in the fields of neurology, neurosurgery, psychology, psychiatry.

Book Synopsis The Physics of the Mind and Brain Disorders by : Ioan Opris

Download or read book The Physics of the Mind and Brain Disorders written by Ioan Opris and published by Springer. This book was released on 2017-12-01 with total page 782 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers recent advances in the understanding of brain structure, function and disorders based on the fundamental principles of physics. It covers a broad range of physical phenomena occurring in the brain circuits for perception, cognition, emotion and action, representing the building blocks of the mind. It provides novel insights into the devastating brain disorders of the mind such as schizophrenia, dementia, autism, aging or addictions, as well as into the new devices for brain repair. The book is aimed at basic researchers in the fields of neuroscience, physics, biophysics and clinicians in the fields of neurology, neurosurgery, psychology, psychiatry.

Computational Models of Brain and Behavior

Author: Ahmed A. Moustafa

Publisher: John Wiley & Sons

Published: 2017-11-13

Total Pages: 586

ISBN-13: 1119159067

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A comprehensive Introduction to the world of brain and behavior computational models This book provides a broad collection of articles covering different aspects of computational modeling efforts in psychology and neuroscience. Specifically, it discusses models that span different brain regions (hippocampus, amygdala, basal ganglia, visual cortex), different species (humans, rats, fruit flies), and different modeling methods (neural network, Bayesian, reinforcement learning, data fitting, and Hodgkin-Huxley models, among others). Computational Models of Brain and Behavior is divided into four sections: (a) Models of brain disorders; (b) Neural models of behavioral processes; (c) Models of neural processes, brain regions and neurotransmitters, and (d) Neural modeling approaches. It provides in-depth coverage of models of psychiatric disorders, including depression, posttraumatic stress disorder (PTSD), schizophrenia, and dyslexia; models of neurological disorders, including Alzheimer’s disease, Parkinson’s disease, and epilepsy; early sensory and perceptual processes; models of olfaction; higher/systems level models and low-level models; Pavlovian and instrumental conditioning; linking information theory to neurobiology; and more. Covers computational approximations to intellectual disability in down syndrome Discusses computational models of pharmacological and immunological treatment in Alzheimer's disease Examines neural circuit models of serotonergic system (from microcircuits to cognition) Educates on information theory, memory, prediction, and timing in associative learning Computational Models of Brain and Behavior is written for advanced undergraduate, Master's and PhD-level students—as well as researchers involved in computational neuroscience modeling research.

Book Synopsis Computational Models of Brain and Behavior by : Ahmed A. Moustafa

Download or read book Computational Models of Brain and Behavior written by Ahmed A. Moustafa and published by John Wiley & Sons. This book was released on 2017-11-13 with total page 586 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive Introduction to the world of brain and behavior computational models This book provides a broad collection of articles covering different aspects of computational modeling efforts in psychology and neuroscience. Specifically, it discusses models that span different brain regions (hippocampus, amygdala, basal ganglia, visual cortex), different species (humans, rats, fruit flies), and different modeling methods (neural network, Bayesian, reinforcement learning, data fitting, and Hodgkin-Huxley models, among others). Computational Models of Brain and Behavior is divided into four sections: (a) Models of brain disorders; (b) Neural models of behavioral processes; (c) Models of neural processes, brain regions and neurotransmitters, and (d) Neural modeling approaches. It provides in-depth coverage of models of psychiatric disorders, including depression, posttraumatic stress disorder (PTSD), schizophrenia, and dyslexia; models of neurological disorders, including Alzheimer’s disease, Parkinson’s disease, and epilepsy; early sensory and perceptual processes; models of olfaction; higher/systems level models and low-level models; Pavlovian and instrumental conditioning; linking information theory to neurobiology; and more. Covers computational approximations to intellectual disability in down syndrome Discusses computational models of pharmacological and immunological treatment in Alzheimer's disease Examines neural circuit models of serotonergic system (from microcircuits to cognition) Educates on information theory, memory, prediction, and timing in associative learning Computational Models of Brain and Behavior is written for advanced undergraduate, Master's and PhD-level students—as well as researchers involved in computational neuroscience modeling research.

A Neurocomputational Perspective

Author: Paul M. Churchland

Publisher: MIT Press

Published: 1992

Total Pages: 348

ISBN-13: 9780262531061

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"A Bradford book."Includes index. Bibliography: p. [305]-313.

Book Synopsis A Neurocomputational Perspective by : Paul M. Churchland

Download or read book A Neurocomputational Perspective written by Paul M. Churchland and published by MIT Press. This book was released on 1992 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: "A Bradford book."Includes index. Bibliography: p. [305]-313.

The International Encyclopedia of Depression

Author: Rick E. Ingram, PhD

Publisher: Springer Publishing Company

Published: 2009-04-20

Total Pages: 640

ISBN-13: 9780826137944

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"This encyclopedia distills an amazing amount of information into a book that is easy to read and navigateÖ.This would serve as a great reference for anyone with an interest in depression." Score: 96, 4 stars --Doody's Depression is the second most disabling disorder in the world. On a daily basis, virtually all mental health professionals confront patients with primary or secondary depression. The wealth of information available globally on depression is enormous, but has not been summarized into a comprehensive encyclopedia-until now. Experts from around the globe have been selected to present interdisciplinary coverage of all the essential issues related to depression, including use of medication, treatment therapies and models, symptoms of Depression, related disorders, and more. Entries are conveniently organized into subcategories in order to provide the most in-depth coverage of each subject. Entries include: Adolescent Depression Behavioral Treatment Cognitive therapy Dopamine Double Depression Heredity Human Immuno-deficiency Virus (HIV) Personality Disorders Smoking Suicide Warning Signs In summarizing the vast amount of information on depression, The International Encyclopedia of Depression serves as an authoritative resource for researchers, patients, students, and laypeople.

Book Synopsis The International Encyclopedia of Depression by : Rick E. Ingram, PhD

Download or read book The International Encyclopedia of Depression written by Rick E. Ingram, PhD and published by Springer Publishing Company. This book was released on 2009-04-20 with total page 640 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This encyclopedia distills an amazing amount of information into a book that is easy to read and navigateÖ.This would serve as a great reference for anyone with an interest in depression." Score: 96, 4 stars --Doody's Depression is the second most disabling disorder in the world. On a daily basis, virtually all mental health professionals confront patients with primary or secondary depression. The wealth of information available globally on depression is enormous, but has not been summarized into a comprehensive encyclopedia-until now. Experts from around the globe have been selected to present interdisciplinary coverage of all the essential issues related to depression, including use of medication, treatment therapies and models, symptoms of Depression, related disorders, and more. Entries are conveniently organized into subcategories in order to provide the most in-depth coverage of each subject. Entries include: Adolescent Depression Behavioral Treatment Cognitive therapy Dopamine Double Depression Heredity Human Immuno-deficiency Virus (HIV) Personality Disorders Smoking Suicide Warning Signs In summarizing the vast amount of information on depression, The International Encyclopedia of Depression serves as an authoritative resource for researchers, patients, students, and laypeople.

Introduction to Neural and Cognitive Modeling

Author: Daniel S. Levine

Publisher: Psychology Press

Published: 2000-02

Total Pages: 512

ISBN-13: 1135692254

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This thoroughly, thoughtfully revised edition of a very successful textbook makes the principles and the details of neural network modeling accessible to cognitive scientists of all varieties as well as to others interested in these models. Research since the publication of the first edition has been systematically incorporated into a framework of proven pedagogical value. Features of the second edition include: * A new section on spatiotemporal pattern processing * Coverage of ARTMAP networks (the supervised version of adaptive resonance networks) and recurrent back-propagation networks * A vastly expanded section on models of specific brain areas, such as the cerebellum, hippocampus, basal ganglia, and visual and motor cortex * Up-to-date coverage of applications of neural networks in areas such as combinatorial optimization and knowledge representation As in the first edition, the text includes extensive introductions to neuroscience and to differential and difference equations as appendices for students without the requisite background in these areas. As graphically revealed in the flowchart in the front of the book, the text begins with simpler processes and builds up to more complex multilevel functional systems. For more information visit the author's personal Web site at www.uta.edu/psychology/faculty/levine/

Book Synopsis Introduction to Neural and Cognitive Modeling by : Daniel S. Levine

Download or read book Introduction to Neural and Cognitive Modeling written by Daniel S. Levine and published by Psychology Press. This book was released on 2000-02 with total page 512 pages. Available in PDF, EPUB and Kindle. Book excerpt: This thoroughly, thoughtfully revised edition of a very successful textbook makes the principles and the details of neural network modeling accessible to cognitive scientists of all varieties as well as to others interested in these models. Research since the publication of the first edition has been systematically incorporated into a framework of proven pedagogical value. Features of the second edition include: * A new section on spatiotemporal pattern processing * Coverage of ARTMAP networks (the supervised version of adaptive resonance networks) and recurrent back-propagation networks * A vastly expanded section on models of specific brain areas, such as the cerebellum, hippocampus, basal ganglia, and visual and motor cortex * Up-to-date coverage of applications of neural networks in areas such as combinatorial optimization and knowledge representation As in the first edition, the text includes extensive introductions to neuroscience and to differential and difference equations as appendices for students without the requisite background in these areas. As graphically revealed in the flowchart in the front of the book, the text begins with simpler processes and builds up to more complex multilevel functional systems. For more information visit the author's personal Web site at www.uta.edu/psychology/faculty/levine/

Brain-behavior Continuum, The: The Subtle Transition Between Sanity And Insanity

Author: Perez-velazquez Jose Luis

Publisher: World Scientific Publishing Company

Published: 2011-06-10

Total Pages: 372

ISBN-13: 9813108134

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This book is a comprehensive overview of the main current concepts in brain cognitive activities at the global, collective (or network) level, with a focus on transitions between normal neurophysiology and brain pathological states. It provides a unique approach of linking molecular and cellular aspects of normal and pathological brain functioning with their corresponding network, collective and dynamical manifestations that are subsequently extended to behavioral manifestations of healthy and diseased brains. This book introduces a high-level perspective, searching for simplification amongst the structural and functional complexity of nervous systems by consideration of the distributed interactions that underlie the collective behavior of the system. The authors hope that this approach could promote a global comprehensive understanding of high-level laws behind the elementary biological processes in the neuroscientific community, while, perhaps, introducing elements of biological complexities to the mathematical/computational readership. The title of the book refers to the main point of the monograph: that there is a smooth continuum between distinct brain activities resulting in different behaviors, and that, due to the plastic nature of the brain, the behavior can also alter the brain function, thus rendering artificial the boundaries between the brain and its behavior.

Book Synopsis Brain-behavior Continuum, The: The Subtle Transition Between Sanity And Insanity by : Perez-velazquez Jose Luis

Download or read book Brain-behavior Continuum, The: The Subtle Transition Between Sanity And Insanity written by Perez-velazquez Jose Luis and published by World Scientific Publishing Company. This book was released on 2011-06-10 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a comprehensive overview of the main current concepts in brain cognitive activities at the global, collective (or network) level, with a focus on transitions between normal neurophysiology and brain pathological states. It provides a unique approach of linking molecular and cellular aspects of normal and pathological brain functioning with their corresponding network, collective and dynamical manifestations that are subsequently extended to behavioral manifestations of healthy and diseased brains. This book introduces a high-level perspective, searching for simplification amongst the structural and functional complexity of nervous systems by consideration of the distributed interactions that underlie the collective behavior of the system. The authors hope that this approach could promote a global comprehensive understanding of high-level laws behind the elementary biological processes in the neuroscientific community, while, perhaps, introducing elements of biological complexities to the mathematical/computational readership. The title of the book refers to the main point of the monograph: that there is a smooth continuum between distinct brain activities resulting in different behaviors, and that, due to the plastic nature of the brain, the behavior can also alter the brain function, thus rendering artificial the boundaries between the brain and its behavior.

Collective Beings

Author: Gianfranco Minati

Publisher: Springer Science & Business Media

Published: 2006-12-26

Total Pages: 474

ISBN-13: 0387359419

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This book offers an overview on the background to systemics. It introduces the concept of Collective Being as a Multiple System established by processes of emergence and self-organization of the same agents simultaneously or dynamically interacting in different ways. The principles underlying this approach are grounded on the theoretical role of the observer. This view allows to model in a more suitable way complex systems, such as in physics, biology and economics.

Book Synopsis Collective Beings by : Gianfranco Minati

Download or read book Collective Beings written by Gianfranco Minati and published by Springer Science & Business Media. This book was released on 2006-12-26 with total page 474 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers an overview on the background to systemics. It introduces the concept of Collective Being as a Multiple System established by processes of emergence and self-organization of the same agents simultaneously or dynamically interacting in different ways. The principles underlying this approach are grounded on the theoretical role of the observer. This view allows to model in a more suitable way complex systems, such as in physics, biology and economics.

Vision: From Neurons to Cognition

Author: C. Casanova

Publisher: Gulf Professional Publishing

Published: 2001-10-25

Total Pages: 514

ISBN-13: 9780444505866

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Internationally renowned researchers discuss how the various parts of the brain process and integrate visual signals, providing up to date original findings, reviews, and theoretical proposals on visual processing. This book addresses the basic mechanisms of visual perception as well as issues such as neuronal plasticity, functional reorganization and recovery, residual vision, and sensory substitution. Knowledge of the basic mechanisms by which our brain can analyze, reconstruct, and interpret images in the external world is of fundamental importance for our capacity to understand the nature and causes of visual deficits, such as those resulting from ischemia, abnormal development, neuro-degenerative disorders, and normal aging. It is also essential to our goal of developing better therapeutic strategies, such as early diagnosis, visual training, behavioral rehabilitation of visual functions, and visual implants.

Book Synopsis Vision: From Neurons to Cognition by : C. Casanova

Download or read book Vision: From Neurons to Cognition written by C. Casanova and published by Gulf Professional Publishing. This book was released on 2001-10-25 with total page 514 pages. Available in PDF, EPUB and Kindle. Book excerpt: Internationally renowned researchers discuss how the various parts of the brain process and integrate visual signals, providing up to date original findings, reviews, and theoretical proposals on visual processing. This book addresses the basic mechanisms of visual perception as well as issues such as neuronal plasticity, functional reorganization and recovery, residual vision, and sensory substitution. Knowledge of the basic mechanisms by which our brain can analyze, reconstruct, and interpret images in the external world is of fundamental importance for our capacity to understand the nature and causes of visual deficits, such as those resulting from ischemia, abnormal development, neuro-degenerative disorders, and normal aging. It is also essential to our goal of developing better therapeutic strategies, such as early diagnosis, visual training, behavioral rehabilitation of visual functions, and visual implants.