Neural Networks and Psychopathology: Connectionist Models in Practice and Research
Editat de Dan J. Stein, Jacques Ludiken Limba Engleză Hardback – 2 dec 1998
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Specificații
ISBN-13: 9780521571630
ISBN-10: 0521571634
Pagini: 386
Ilustrații: 53 b/w illus. 6 tables
Dimensiuni: 157 x 236 x 24 mm
Greutate: 0.75 kg
Ediția:New.
Editura: Cambridge University Press
Colecția Cambridge University Press
Locul publicării:New York, United States
ISBN-10: 0521571634
Pagini: 386
Ilustrații: 53 b/w illus. 6 tables
Dimensiuni: 157 x 236 x 24 mm
Greutate: 0.75 kg
Ediția:New.
Editura: Cambridge University Press
Colecția Cambridge University Press
Locul publicării:New York, United States
Cuprins
List of contributors; Preface; Part I. General Concepts: 1. Neural networks and psychopathology: an introduction Dan J. Stein and Jacques Ludik; 2. The history of neural network research in psychopathology Manfred Spitzer; 3. Neural network models in psychiatric diagnosis and symptom recognition Eric Y. H. Chen and German E. Berrios; 4. Neural networks and psychopharmacology S. B. G. Park; 5. A connectionist view of psychotherapy Franz Caspar; 6. Modulatory mechanisms in mental disorders David Hestenes; Part II. Clinical Disorders: 7. The nature of delusions: a hierarchical neural network approach Eric Y. H. Chen and German E. Berrios; 8. 'Produced by either God or Satan': neural network approaches to delusional thinking Sophia Vinogradov, John H. Poole and Jason Willis-Shore; 9. Neural network modelling of cognitive disinhibition and neurotransmitter dysfunction in obsessive-compulsive disorder Jacques Ludik and Dan J. Stein; 10. The fables of Lucy R.: association and disassociation in neural networks Dan Lloyd; 11. Neural network analysis of learning in autism Ira L. Cohen; 12. Are there common neural mechanisms for learning, epilepsy and Alzheimer's disease? Gene V. Wallenstein and Michael E. Hasselmo; Epilogue: the patient in the machine: challenges for neurocomputing David V. Forrest; Index.
Descriere
This book reviews the contribution of neural network models in psychiatry and psychopathology, including diagnosis, pharmacotherapy and psychotherapy.