Neural Networks and Psychopathology PDF Download
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Author: Dan J. Stein
Publisher: Cambridge University Press
ISBN: 9780521036061
Category : Medical
Languages : en
Pages : 388
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Book Description
Research on connectionist models is one of the most exciting areas in cognitive science, and neural network models of psychopathology have immediate theoretical and empirical appeal. The contributors to this pioneering book review theoretical, historical and clinical issues, including the contribution of neural network models to diagnosis, pharmacotherapy, and psychotherapy. The text presents models for a range of disorders, including schizophrenia, obsessive-compulsive disorder, disassociative phenomena, autism, and Alzheimer's disease. This volume will be read with interest by psychiatrists, psychologists and other clinicians and researchers in psychopathology. Additionally, it will appeal to those working in the fields of cognitive science and artificial intelligence, and particularly those interested in neural network or connectionist models.
Author: Dan J. Stein
Publisher: Cambridge University Press
ISBN: 9780521036061
Category : Medical
Languages : en
Pages : 388
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Book Description
Research on connectionist models is one of the most exciting areas in cognitive science, and neural network models of psychopathology have immediate theoretical and empirical appeal. The contributors to this pioneering book review theoretical, historical and clinical issues, including the contribution of neural network models to diagnosis, pharmacotherapy, and psychotherapy. The text presents models for a range of disorders, including schizophrenia, obsessive-compulsive disorder, disassociative phenomena, autism, and Alzheimer's disease. This volume will be read with interest by psychiatrists, psychologists and other clinicians and researchers in psychopathology. Additionally, it will appeal to those working in the fields of cognitive science and artificial intelligence, and particularly those interested in neural network or connectionist models.
Author: Ulrich Ratsch
Publisher: Springer Science & Business Media
ISBN: 3662036673
Category : Computers
Languages : en
Pages : 224
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Book Description
Cognition and artificial intelligence are entering a new era in which the aspects of symbolic manipulation and of connectionism begin to come together. This leads to a dialog of truly interdisciplinary character. The book covers aspects of fuzzy logic, case based reasoning, learning as well as meaning, language, and consciousness. The authors of this topical volume have their background in logic, computer science, physics and mathematics, philosophy, psychology and neurobiology.
Author: Paolo Brambilla
Publisher: Routledge
ISBN: 1134694350
Category : Psychology
Languages : en
Pages : 260
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Book Description
This book provides a comprehensive review of new developments in the study of language processing and related neural networks in schizophrenia by addressing the complex link between psychopathology, language and evolution at different levels of analysis. Psychopathological symptoms in schizophrenia are mainly characterized by thought and language disorders, which are strictly intertwined. In particular, language is the distinctive dimension of human beings and is ontologically related to brain development. Although normal at the levels of segmental phonology and morphological organization, the speech of patients suffering from schizophrenia is often characterized by flattened intonation and word-finding difficulties. Furthermore, research suggests that the superior temporal gyrus and specific prefrontal areas which support language in humans are altered in people with schizophrenia. Brambilla and Marini bring together international contributors to explore the link between brain evolution and the psychopathological features of schizophrenia, with a focus on language and its neural underpinnings. Divided into three sections the book covers: • brain evolution and language phylogenesis • brain abnormalities in schizophrenia • psychopathology and schizophrenia. This theoretical approach will appeal to professionals including clinical psychologists, cognitive neuroscientists, neuropsychiatrists, neuropsychologists, neurolinguists, and researchers considering the links between brain evolution, language and psychopathology in schizophrenia.
Author: Dante Cicchetti
Publisher: John Wiley & Sons
ISBN: 0470048190
Category : Psychology
Languages : en
Pages : 896
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Book Description
Developmental Psychopathology, Second Edition, contains in three volumes the most complete and current research on every aspect of developmental psychopathology. This seminal reference work features contributions from national and international expert researchers and clinicians who bring together an array of interdisciplinary work to ascertain how multiple levels of analysis may influence individual differences, the continuity or discontinuity of patterns and the pathways by which the same developmental outcomes may be achieved. This volume addresses theoretical perspectives and methodological.
Author: Baojuan Li
Publisher: Frontiers Media SA
ISBN: 2889452077
Category :
Languages : en
Pages : 142
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Book Description
There is a growing appreciation that many psychiatric (and neurological) conditions can be understood as functional disconnection syndromes – as reflected in aberrant functional integration and synaptic connectivity. This Research Topic considers recent advances in understanding psychopathology in terms of aberrant effective connectivity – as measured noninvasively using functional magnetic resonance imaging (fMRI). Recently, there has been increasing interest in inferring directed connectivity (effective connectivity) from fMRI data. Effective connectivity refers to the influence that one neural system exerts over another and quantifies the directed coupling among brain regions – and how they change with pathophysiology. Compared to functional connectivity, effective connectivity allows one to understand how brain regions interact with each other in terms of context sensitive changes and directed coupling – and therefore may provide mechanistic insights into the neural basis of psychopathology. Established models of effective connectivity include psychophysiological interaction (PPI), structural equation modeling (SEM) and dynamic causal modelling (DCM). DCM is unique because it explicitly models the interaction among brain regions in terms of latent neuronal activity. Moreover, recent advances in DCM such as stochastic and spectral DCM, make it possible to characterize the interaction between different brain regions both at rest and during a cognitive task.
Author: Rick E. Ingram, PhD
Publisher: Springer Publishing Company
ISBN: 0826137946
Category : Psychology
Languages : en
Pages : 640
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Book Description
"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.
Author: Marco Del Giudice
Publisher: Oxford University Press
ISBN: 0190670142
Category : Psychology
Languages : en
Pages : 579
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Book Description
Mental disorders arise from neural and psychological mechanisms that have been built and shaped by natural selection across our evolutionary history. Looking at psychopathology through the lens of evolution is the only way to understand the deeper nature of mental disorders and turn a mass of behavioral, genetic, and neurobiological findings into a coherent, theoretically grounded discipline. The rise of evolutionary psychopathology is part of an exciting scientific movement in psychology and medicine -- a movement that is fundamentally transforming the way we think about health and disease. Evolutionary Psychopathology takes steps toward a unified approach to psychopathology, using the concepts of life history theory -- a biological account of how individual differences in development, physiology and behavior arise from tradeoffs in survival and reproduction -- to build an integrative framework for mental disorders. This book reviews existing evolutionary models of specific conditions and connects them in a broader perspective, with the goal of explaining the large-scale patterns of risk and comorbidity that characterize psychopathology. Using the life history framework allows for a seamless integration of mental disorders with normative individual differences in personality and cognition, and offers new conceptual tools for the analysis of developmental, genetic, and neurobiological data. The concepts presented in Evolutionary Psychopathology are used to derive a new taxonomy of mental disorders, the Fast-Slow-Defense (FSD) model. The FSD model is the first classification system explicitly based on evolutionary concepts, a biologically grounded alternative to transdiagnostic models. The book reviews a wide range of common mental disorders, discusses their classification in the FSD model, and identifies functional subtypes within existing diagnostic categories.
Author: Theodore Wasserman
Publisher: Springer Nature
ISBN: 3030269213
Category : Psychology
Languages : en
Pages : 210
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Book Description
This innovative work explores integrating emerging research into how the brain processes information in applied therapeutic interventions. Typically, clinicians select therapeutic interventions based on their own training, personal experience or preference. This book aims to provide a new model, based upon the neural networks, to both understand the development of mental health issues and their persistence, and how and why to apply therapeutic interventions to impact the systems which are maintaining them. This work begins with a short and accessible overview of the neural network model, and the general aims of therapy. It elucidates components of the neural network model of learning such as reward recognition, automaticity, and memory reconsolidation, and how they apply to both general learning and new learning through the process in therapy. Next, the authors explore how the neural network model can be integrated across existing systems of therapy, including Cognitive Behavior therapy (CBT), Dialectical Behavior Therapy (DBT), third wave therapies and analytic therapies. Therapy and the Neural Network Model is an exciting resource for researchers and practitioners interested in understanding more about the applications of a neural network model for therapy and the how and why of building new mentally healthy cognitions, behaviors and emotions. Therapy and the Neural Network Model is also an essential theoretical foundation for both researchers and practitioners who wish to base their therapeutic practice on neuroscience and integrate their work with related fields such as behavioral medicine, health psychology, social work and public health.
Author: Manfred Spitzer
Publisher: MIT Press
ISBN: 9780262692366
Category : Education
Languages : en
Pages : 382
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Book Description
"Computer models can help us understand what appear to be the most private of all human experiences ... a mathematical theory can fundamentally change the way in which we think about learning, creativity, thinking, and acting." (x).
Author: Jerome A. Winer
Publisher: Routledge
ISBN: 1134901186
Category : Psychology
Languages : en
Pages : 285
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Book Description
Volume 28 of The Annual features stimulating, original essays on the relationship between psychoanalysis and the neurosciences. Edelman's Neural Darwinism informs Barry's investigaton of the psychoanalytic theory of internalization and Fajardo's reassessment of "breaks in consciousness" whereas Gedo's hierarchical model of mental functioning informs Fisher's presentation of the treatment of an autistic child. Elsewhere, Hadley proposes a neurobiologically distinct motivational system devoted to the development of autonomy; Solms attempts to bridge psychoanalysis and the neurophysiology of dreaming; Levin and Trevarthen examine the relationship of conscious and unconscious functions to the executive control network (ECN) of the brain; Levin examines the contributions of chaos theory to psychoanalysis; and Modell explores metaphor as the crucial aspect of the developing mind and brain through which cognition itself occurs. Moraitis's examination of why analysis has been so slow to integrate its findings with the insights of contemporary neuroscience and cognitive psychology, and Sadow's reprise on the role of theory in the evolution of psychoanalysis usefully frame the contributions to this section. Section II of Volume 28 reengages a subject area for which The Annual has become well-known. The four characteristically excellent studies in applied psychoanalysis found here cover the effect of early father loss on the work of the American watercolorist Charles Burchfield, "The Creativity of Women," the unconscious influence of metaphor on attitudes and value judgments, and the application of self psychology to the dramas of Eugene O'Neill. It is altogether typical of this fine series that a collection of essays dedicated to the development of a psychobiologically sophisticated psychoanalysis should be followed by contributions that testify to the explanatory vitality of psychoanalysis with respect to issues of literature, art, and creativity.
