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

Author: J.A. Reggia

Publisher: Elsevier

Published: 1999-09-16

Total Pages: 461

ISBN-13: 0080862462

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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.

The International Encyclopedia of Depression
The International Encyclopedia of Depression

Author: Rick E. Ingram, PhD

Publisher: Springer Publishing Company

Published: 2009-04-20

Total Pages: 640

ISBN-13: 0826137946

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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.

Introduction to Neural and Cognitive Modeling
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/

Collective Beings
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.

Vision: From Neurons to Cognition
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.

NGF and Related Molecules in Health and Disease
NGF and Related Molecules in Health and Disease

Author: L. Aloe

Publisher: Elsevier

Published: 2003-12-10

Total Pages: 563

ISBN-13: 0080497500

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The book highlights different aspects of current understanding of neurotrophin-receptor signal transduction pathways, including the signaling endosome hypothesis. Findings on the synaptotrophic potential of NGF and related neurotrophins, neurotrophin involvement in neuronal stem cell biology, biological activity of the NGF precursor proNGF, and nociception- and antinociception-associated activity of NGF and/or BDNF are also presented and discussed. Several chapters deal with the involvement of various neurotrophins in the control of different nonneuronal processes, such as immune, inflammatory and allergic reactions, tissue repair and wound healing. The findings showed that neurotrophins play important roles in the pathobiology of a surprising variety of seemingly unrelated non-neurological diseases, including bronchial asthma, rheumatoid arthritis, systemic sclerosis, hair growth disorders, psoriasis, corneal and skin ulcers, atherosclerosis, metabolic syndrome, crush syndrome, and Behçet's disease. There are also chapters on the involvement of NGF and related molecules in neurological diseases, including Huntington's disease, the multiple sclerosis-like model of experimental allergic encephalomyelitis, peripheral neuropathies, neuroblastoma, Parkinson's disease, Alzheimer's disease, and even motion sickness syndrome, also psychiatric disorders, including depression and schizophrenia. Finally, potential important therapeutic benefits are presented, for diabetic neuropathy, gastrointestinal dysmotility, CNS neurodegenerative disease, spinal cord injuries, cutaneous and corneal ulcers, as well as peripheral ischemic vasculopathy.

Computational Models of Brain and Behavior
Computational Models of Brain and Behavior

Author: Ahmed A. Moustafa

Publisher: John Wiley & Sons

Published: 2017-09-11

Total Pages: 588

ISBN-13: 1119159075

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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.