Neural Networks and Psychopathology
Connectionist Models in Practice and Research
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Neural Networks and Psychopathology by Dan J. Stein
Book DescriptionResearch 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.
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Book DetailsISBN: 9780521036061
(228mm x 152mm x 22mm)
Imprint: Cambridge University Press
Publisher: Cambridge University Press
Publish Date: 23-Mar-2007
Country of Publication: United Kingdom
Books By Author Dan J. Stein
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This is the first book of its kind to reflect the new DSM-5 classification, which no longer identifies obsessive-compulsive disorder (OCD) as an anxiety disorder, but instead groups it with related conditions, which are now known as obsessive-compulsive and related disorders (OCRDs).
HIV and Psychiatry, Hardback (March 2014)
Mental health and HIV/AIDS are closely interlinked. Mental disorders, including substance-use disorders, are associated with increased risk of HIV infection and affect adherence to and efficacy of antiretroviral treatments.
Philosophy of Psychopharmacology, Paperback (August 2011)
This book provides a framework for addressing important philosophical issues in psychiatry and psychopharmacology.
Post-Traumatic Stress Disorder, Hardback (July 2011)» View all books by Dan J. Stein
This new title in the World Psychiatric Association Series offers insightful commentaries from experts in PTSD. With a critical review of the evidence on causes and treatment, this concise volume will be useful to both psychiatrists and clinical psychologists as well as trainees.
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