Neural Networks and Psychopathology

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Summary

Reviews the contribution of neural network models in psychiatry and psychopathology, including diagnosis, pharmacotherapy and psychotherapy.

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List of contributors
Preface
General Concepts
Neural networks and psychopathology: an Introduction
The history of neural network research in psychopathology Manfred Spitzer
Neural network models in psychiatric diagnosis and symptom recognition
Neural networks and psychopharmacology
A connectionist view of psychotherapy
Modulatory mechanisms in mental disorders David Hestenes
Clinical Disorders
The nature of delusions: a hierarchical neural network approach
'Produced by either God or Satan': neural network approaches to delusional thinking Sophia Vinogradov
Neural network modelling of cognitive disinhibition and neurotransmitter dysfunction in obsessive-compulsive disorder
The fables of Lucy R.: association and disassociation in neural networks
Neural network analysis of learning in autism
Are there common neural mechanisms for learning, epilepsy and Alzheimer's disease?
Epilogue: the patient in the machine: challenges for neurocomputing
Index
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