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Neural Networks And Psychopathology
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Book Synopsis Neural Networks and Psychopathology by : Dan J. Stein
Download or read book Neural Networks and Psychopathology written by Dan J. Stein and published by Cambridge University Press. This book was released on 1998-12-03 with total page 387 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 study review theoretical, historical and clinical issues, including the contribution of neural network models to diagnosis, pharmacotherapy and psychotherapy. Models are presented for a range of disorders, including schizophrenia, obsessive-compulsive disorder, dissociative phenomena, autism and Alzheimer's disease. This book will appeal to a broad audience. On the one hand, it will be read with interest by psychiatrists, psychologists and other clinicians and researchers in psychopathology. On the other, it will appeal to those working in cognitive science and artificial intelligence, and particularly those interested in neural network or connectionist models.
Book Synopsis Esperantoforeningen for Danmark by :
Download or read book Esperantoforeningen for Danmark written by and published by . This book was released on 1975 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Therapy and the Neural Network Model by : Theodore Wasserman
Download or read book Therapy and the Neural Network Model written by Theodore Wasserman and published by Springer Nature. This book was released on 2019-10-16 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Intelligence and Artificial Intelligence by : Ulrich Ratsch
Download or read book Intelligence and Artificial Intelligence written by Ulrich Ratsch and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Brain Evolution, Language and Psychopathology in Schizophrenia by : Paolo Brambilla
Download or read book Brain Evolution, Language and Psychopathology in Schizophrenia written by Paolo Brambilla and published by Routledge. This book was released on 2013-11-12 with total page 277 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Developmental Psychopathology, Volume 2 by : Dante Cicchetti
Download or read book Developmental Psychopathology, Volume 2 written by Dante Cicchetti and published by John Wiley & Sons. This book was released on 2006-03-31 with total page 896 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Animal Learning and Cognition by : Nestor A. Schmajuk
Download or read book Animal Learning and Cognition written by Nestor A. Schmajuk and published by Cambridge University Press. This book was released on 1997-04-28 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this advanced text, the author, starting with the simple assumption that psychological associations are represented by the strength of synaptic connections, details several mechanistic descriptions of complex cognitive behaviors. Part I presents neural network theories of classical conditioning; Part II describes neural networks of operant conditioning, and animal communication; Part III discusses spatial and cognitive mapping, and finally, Part IV shows how neural network models permit one to simultaneously develop psychological theories and models of the brain. The book includes computer software that allows the computer simulation of classical conditioning and the effect of different brain lesions on many classical paradigms. All those people interested in neural networks, from psychologists, through neuroscientists to computer scientists working on artificial intelligence and robotics, will find this book an excellent advanced guide to the subject.
Book Synopsis The Neuroscience of Psychotherapy: Building and Rebuilding the Human Brain (Norton Series on Interpersonal Neurobiology) by : Louis J. Cozolino
Download or read book The Neuroscience of Psychotherapy: Building and Rebuilding the Human Brain (Norton Series on Interpersonal Neurobiology) written by Louis J. Cozolino and published by W. W. Norton & Company. This book was released on 2002-09-17 with total page 481 pages. Available in PDF, EPUB and Kindle. Book excerpt: We are now beginning to learn that many forms of psychotherapy, developed in the absence of any scientific understanding of the brain, are supported by neuroscientific findings." "Written for psychotherapists and others interested in the relationship between brain and behavior, this book encourages us to consider the brain when attempting to understand human development, mental illness, and psychological health."--BOOK JACKET.
Book Synopsis The Neuropsychology of Psychopathology by : Chad A. Noggle
Download or read book The Neuropsychology of Psychopathology written by Chad A. Noggle and published by Springer Publishing Company. This book was released on 2012-11-26 with total page 522 pages. Available in PDF, EPUB and Kindle. Book excerpt: Print+CourseSmart
Book Synopsis Depathologizing Psychopathology by : Theodore Wasserman
Download or read book Depathologizing Psychopathology written by Theodore Wasserman and published by Springer. This book was released on 2016-07-14 with total page 185 pages. Available in PDF, EPUB and Kindle. Book excerpt: This brief, accessible treatise harnesses the neurophysiological processes of learning to create an innovative and powerful approach to therapy. It sets out a non-pathologizing alternative not only to the current medicalized conception of diagnosis and treatment but also to the labeling of relatively normal reactions to stressors and upsets as illnesses. Rooted in the neurobiology of human learning, the book’s approach to treatment, Neuro-Cognitive Learning Therapy, characterizes maladaptive behavior patterns as learned responses to upsetting conditions—processes which can be unlearned. In addition, the coverage includes a clinical teaching guide for bringing NCLT theory and methods into the training curriculum. This groundbreaking volume: Proposes a non-stigmatizing learning model for therapy, Neuro-Cognitive Learning Therapy. Introduces the concept of the connectome and explains its critical role in mental health and illness. Differentiates between the unconscious and automaticity in cognition and behavior. Addresses the applicability of NCLT to biologically-based mental disorders. Offers case studies illustrating NCLT in contrast with commonly-used approaches. Includes a chapter-by-chapter clinical teaching guide with therapeutic principles and discussion questions. Provides a comprehensive therapeutic framework for practitioners of all orientations. Depathologizing Psychopathology gives neuropsychologists, psychiatrists, clinical social workers, and child and school psychologists new ways of thinking about mental illness and learning about learning for a bold new step in the evolution of mind/brain knowledge.
Book Synopsis The Myth of Neuropsychiatry by : Donald Mender
Download or read book The Myth of Neuropsychiatry written by Donald Mender and published by Springer. This book was released on 2013-11-11 with total page 277 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Network Science in Cognitive Psychology by : Michael S. Vitevitch
Download or read book Network Science in Cognitive Psychology written by Michael S. Vitevitch and published by Routledge. This book was released on 2019-11-26 with total page 213 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume provides an integrative review of the emerging and increasing use of network science techniques in cognitive psychology, first developed in mathematics, computer science, sociology, and physics. The first resource on network science for cognitive psychologists in a growing international market, Vitevitch and a team of expert contributors provide a comprehensive and accessible overview of this cutting-edge topic. This innovative guide draws on the three traditional pillars of cognitive psychological research–experimental, computational, and neuroscientific–and incorporates the latest findings from neuroimaging. The network perspective is applied to the fundamental domains of cognitive psychology including memory, language, problem-solving, and learning, as well as creativity and human intelligence, highlighting the insights to be gained through applying network science to a wide range of approaches and topics in cognitive psychology Network Science in Cognitive Psychology will be essential reading for all upper-level cognitive psychology students, psychological researchers interested in using network science in their work, and network scientists interested in investigating questions related to cognition. It will also be useful for early career researchers and students in methodology and related courses.
Book Synopsis Mapping Psychopathology with fMRI and Effective Connectivity Analysis by : Baojuan Li
Download or read book Mapping Psychopathology with fMRI and Effective Connectivity Analysis written by Baojuan Li and published by Frontiers Media SA. This book was released on 2017-06-22 with total page 142 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Methods and applications in psychopathology: New methods and trends for the understanding of neuropsychiatric disorders by : Chong Chen
Download or read book Methods and applications in psychopathology: New methods and trends for the understanding of neuropsychiatric disorders written by Chong Chen and published by Frontiers Media SA. This book was released on 2023-08-24 with total page 125 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Motivation, Effort, and the Neural Network Model by : Theodore Wasserman
Download or read book Motivation, Effort, and the Neural Network Model written by Theodore Wasserman and published by Springer Nature. This book was released on 2020-10-27 with total page 169 pages. Available in PDF, EPUB and Kindle. Book excerpt: Our understanding of how the human brain operates and completes its essential tasks continues is fundamentally altered from what it was ten years ago. We have moved from an understanding based on the modularity of key structural components and their specialized functions to an almost diametrically opposed, highly integrated neural network model, based on a vertically organized brain dependent on small world hub principles. This new understanding completely changes how we understand essential psychological constructs such as motivation. Network modeling posits that motivation is a construct that describes a modified aspect of the operation of the human learning system that is specifically designed to cause a person to pursue a goal. Anthropologically and developmentally, these goals were initially basic, including things like food, shelter and reproduction. Over the course of time and development they develop into a complex web of extrinsic and then intrinsic goals, objectives and values. The core for all of this development is the inborn flight or fight reaction has been modified over time by a combination of inborn human temperamental characteristics and life experiences. This process of modification is, in part, based on the operation of a network based error-prediction network working in concert with the reward network to produce a system of ever evolving valuations of goals and objectives. These valuations are never truly fixed. They are constantly evolving, being modified and shaped by experience. The error prediction network and learning related networks work in concert with the limbic system to allow affect laden experiences to inform the process of valuation. These networks, operating in concert, produce a cognitive process we call motivation. Like most networks, the motivation system of networks is recruited when the task demands of the situation require them. Understanding motivation from this perspective has profound implications for many scientific disciplines in general and psychology in specific. Psychologically, this new understanding will alter how we understand client behavior in therapy and when being evaluated. This new understanding will provide direction for new therapeutic intervention for a variety of disorders of mental health. It will also inform testing practices concerning the evaluation of effort and malingering. This book is not a project in reductionism. It is the polar opposite. A neural network understanding of the operation of the human brain allows for the integration of what has come before into a comprehensive and integrated model. It will likely provide the basis for future research for years to come.
Book Synopsis Neurocognitive Learning Therapy: Theory and Practice by : Theodore Wasserman
Download or read book Neurocognitive Learning Therapy: Theory and Practice written by Theodore Wasserman and published by Springer. This book was released on 2017-08-01 with total page 217 pages. Available in PDF, EPUB and Kindle. Book excerpt: This groundbreaking volume introduces the theoretical base and clinical methods of Neurocognitive Learning Therapy, an integrative framework for client-centered intervention. The model unifies psychology and neuroscience in revisiting the connections between brain and behavior, replacing the cognitive-versus-affective binary traditional to clinical thinking with a scenario of the cognitive and emotional learning processes that work together to shape adaptive and pathological behavior. This foundation in learning theory illuminates the therapeutic relationship, synching how therapists teach with how clients learn, with guidelines for educating to encourage change. The unique flexibility of the NCLT model allows practitioners across clinical orientations the freedom to apply eclectic intervention strategies that fit clients’ learning styles and therapeutic needs. Included in the coverage: Neurocognitive Learning Therapy and Life Course Theory. Reward recognition in Neurocognitive Learning Therapy. Memory reconsolidation and Neurocognitive Learning Therapy. How to be an NCLT therapist. Neurocognitive Learning Therapy clinical procedures. Treating children with Neurocognitive Learning Therapy. Plus practice handouts and forms for therapists and patients. Neuropsychologists, child and school psychologists, and social workers will welcome Neurocognitive Learning Therapy not only as a source of theoretical insight into the brain and behavior, but also as an innovative system for enhancing their capacity for therapeutic teaching and their clients’ capacity for learning.
Book Synopsis Developmental Psychopathology, Developmental Neuroscience by : Dante Cicchetti
Download or read book Developmental Psychopathology, Developmental Neuroscience written by Dante Cicchetti and published by John Wiley & Sons. This book was released on 2016-02-03 with total page 2725 pages. Available in PDF, EPUB and Kindle. Book excerpt: The complete reference of biological bases for psychopathology at any age Developmental Psychopathology is a four-volume compendium of the most complete and current research on every aspect of the field. Volume Two: Developmental Neuroscience focuses on the biological basis of psychopathology at each life stage, from nutritional deficiencies to genetics to functional brain development to evolutionary perspectives and more. Now in its third edition, this comprehensive reference has been fully updated to better reflect the current state of the field, and detail the newest findings made possible by advances in technology and neuroscience. Contributions from expert researchers and clinicians provide insight into brain development, molecular genetics methods, neurogenics approaches to pathway mapping, structural neuroimaging, and much more, including targeted discussions of specific disorders. Advances in developmental psychopathology have burgeoned since the 2006 publication of the second edition, and keeping up on the latest findings in multiple avenues of investigation can be burdensome to the busy professional. This series solves the problem by collecting the information into one place, with a logical organization designed for easy reference. Consider evolutionary perspectives in developmental psychopathology Explore typical and atypical brain development across the life span Examine the latest findings on stress, schizophrenia, anxiety, and more Learn how genetics are related to psychopathology at different life stages The complexity of a field as diverse as developmental psychopathology deepens with each emerging theory, especially with consideration of the rapid pace of neuroscience advancement and genetic discovery. Developmental Psychopathology Volume Two: Developmental Neuroscience provides an invaluable resource by compiling the latest information into a cohesive, broad-reaching reference.
