Download Free Neural Networks And Psychopathology Book in PDF and EPUB Free Download. You can read online Neural Networks And Psychopathology and write the review.

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.
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.
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.
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.
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.
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.
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.
A comprehensive reference on external contributing factors in psychopathology Developmental Psychopathology is a four-volume compendium of the most complete and current research on every aspect of the field. Volume Three: Risk, Disorder, and Adaptation explores the everyday effects and behaviors of those with behavioral, mental, or neurological disorders, and the disorder's real-world impact on their well-being. Now in its third edition, this comprehensive reference has been fully updated to better reflect the current state of the field, and detail the latest findings in causation, intervention, contextual factors, and the risks associated with atypical development. Contributions from expert researchers and clinicians explore the effects of abuse and traumatic stress, memory development, emotion regulation, impulsivity, and more, with chapters specifically targeted toward autism, schizophrenia, narcissism, antisocial behavior, bipolar disorder, and borderline personality disorder. 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. Learn how childhood experiences contribute to psychopathology Explore the relationship between atypical development and substance abuse Consider the impact or absence of other developmental traits Understand the full risk potential of any behavioral or mental disorder The complexity of a field as diverse as developmental psychopathology deepens with each emerging theory, especially with consideration of the multiple external factors that have major effects on a person's mental and emotional development. Developmental Psychopathology Volume Three: Risk, Disorder, and Adaptation compiles the latest information into a cohesive, broad-reaching reference with the most recent findings.
An important new guide to flexible empirically supported practice in CBT. There is a growing movement across health care to adopt empirically supported practice. Treatments for Psychological Problems and Syndromes makes an important contribution by offering a comprehensive guide for adopting a more flexible approach to cognitive behavioural therapy. Edited by three recognized experts in the field of CBT, the text has three key aims: firstly to identify components of models describing specific psychological conditions that are empirically supported, poorly supported or unsupported; secondly to propose theoretical rationales for sequencing of interventions, and criteria for moving from one treatment procedure to the next; and thirdly to identify mechanisms of psychological syndromes that may interfere with established protocols in order to promote more informed treatment and improve outcomes. Written in clear and concise terms, this is an authoritative guide that will be relevant and useful to a wide range of readers from beginning clinicians to experienced practitioners.
A new edition of the classic text that links neuroscience and human behavior in a therapeutic context. This groundbreaking book explores the revolution in psychotherapy that brought an understanding of the social nature of people’s brains into a therapeutic context. Louis Cozolino is a master at synthesizing neuroscience and demonstrating how it applies to psychotherapy practice. Here, he argues that all forms of psychotherapy are successful to the extent to which they enhance change in relevant neural circuits. Beginning with an overview of the intersecting fields of neuroscience and psychotherapy, this book delves into the brain’s inner workings, from basic neuronal building blocks to complex systems of memory, language, and the organization of experience. In this updated edition, readers will also find new content on the evolutionary foundations of psychotherapy; the necessity of gaining broad perspectives on mind, brain, and culture in clinical training; the importance of interpreting research with the human brain’s biases in mind; the debatable applicability of Eurocentric perceptions of “self”; and more.