Neural networks and psychopathology: connectionist models in practice and research
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 neur...
Gespeichert in:
| Weitere Verfasser: | , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cambridge
Cambridge University Press
1998
|
| Schlagworte: | |
| Online-Zugang: | BSB01 FHN01 Volltext |
| Zusammenfassung: | 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 |
| Beschreibung: | Title from publisher's bibliographic system (viewed on 05 Oct 2015) |
| Beschreibung: | 1 online resource (xiii, 371 pages) |
| ISBN: | 9780511547195 |
| DOI: | 10.1017/CBO9780511547195 |
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| 505 | 8 | 0 | |t Neural networks and psychopathology : an introduction |r Dan J. Stein, Jacques Ludik |t History of neural network research in psychopathology |r Manfred Spitzer |t Neural network models in psychiatric diagnosis and symptom recognition |r Eric Y.H. Chen, German E. Berrios |t Neural networks and psychopharmacology |r S.B.G. Park |t Connectionist view of of psychotherapy |r Franz Caspar |t Modulatory mechanisms in mental disorders |r David Hestenes |t Nature of delusions : a hierarchical neural network approach |r Eric Y.H. Chen, German E. Berrios |t "Produced by either God or Satan" : neural network approaches to delusional thinking |r Sophia Vinogradov, John H. Poole, Jason Willis-Shore |t Neural network modelling of cognitive disinhibition and neurotransmitter dysfunction in obsessive-compulsive disorder |r Jacques Ludik, Dan J. Stein |t Fables of Lucy R. : association and dissociation in neural networks |r Dan Lloyd |t Neural network analysis of learning in autism |r Ira L. Cohen |t Are there common neural mechanisms for learning, epilepsy, and Alzheimer's disease? |r Gene V. Wallenstein, Michael E. Hasselmo |t Patient in the machine : challenges for neurocomputing |r David V. Forrest |
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Datensatz im Suchindex
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| author2 | Stein, Dan J. Ludik, Jacques 1960- |
| author2_role | edt edt |
| author2_variant | d j s dj djs j l jl |
| author_additional | Dan J. Stein, Jacques Ludik Manfred Spitzer Eric Y.H. Chen, German E. Berrios S.B.G. Park Franz Caspar David Hestenes Sophia Vinogradov, John H. Poole, Jason Willis-Shore Jacques Ludik, Dan J. Stein Dan Lloyd Ira L. Cohen Gene V. Wallenstein, Michael E. Hasselmo David V. Forrest |
| author_facet | Stein, Dan J. Ludik, Jacques 1960- |
| building | Verbundindex |
| bvnumber | BV043944730 |
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| contents | Neural networks and psychopathology : an introduction History of neural network research in psychopathology Neural network models in psychiatric diagnosis and symptom recognition Neural networks and psychopharmacology Connectionist view of of psychotherapy Modulatory mechanisms in mental disorders Nature of delusions : a hierarchical neural network approach "Produced by either God or Satan" : neural network approaches to delusional thinking Neural network modelling of cognitive disinhibition and neurotransmitter dysfunction in obsessive-compulsive disorder Fables of Lucy R. : association and dissociation in neural networks Neural network analysis of learning in autism Are there common neural mechanisms for learning, epilepsy, and Alzheimer's disease? Patient in the machine : challenges for neurocomputing |
| ctrlnum | (ZDB-20-CBO)CR9780511547195 (OCoLC)704485889 (DE-599)BVBBV043944730 |
| dewey-full | 616.89 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 616 - Diseases |
| dewey-raw | 616.89 |
| dewey-search | 616.89 |
| dewey-sort | 3616.89 |
| dewey-tens | 610 - Medicine and health |
| discipline | Medizin |
| doi_str_mv | 10.1017/CBO9780511547195 |
| format | Electronic eBook |
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| spelling | Neural networks and psychopathology connectionist models in practice and research [edited by] Dan J. Stein, Jacques Ludik Neural Networks & Psychopathology Cambridge Cambridge University Press 1998 1 online resource (xiii, 371 pages) txt rdacontent c rdamedia cr rdacarrier Title from publisher's bibliographic system (viewed on 05 Oct 2015) Neural networks and psychopathology : an introduction Dan J. Stein, Jacques Ludik History of neural network research in psychopathology Manfred Spitzer Neural network models in psychiatric diagnosis and symptom recognition Eric Y.H. Chen, German E. Berrios Neural networks and psychopharmacology S.B.G. Park Connectionist view of of psychotherapy Franz Caspar Modulatory mechanisms in mental disorders David Hestenes Nature of delusions : a hierarchical neural network approach Eric Y.H. Chen, German E. Berrios "Produced by either God or Satan" : neural network approaches to delusional thinking Sophia Vinogradov, John H. Poole, Jason Willis-Shore Neural network modelling of cognitive disinhibition and neurotransmitter dysfunction in obsessive-compulsive disorder Jacques Ludik, Dan J. Stein Fables of Lucy R. : association and dissociation in neural networks Dan Lloyd Neural network analysis of learning in autism Ira L. Cohen Are there common neural mechanisms for learning, epilepsy, and Alzheimer's disease? Gene V. Wallenstein, Michael E. Hasselmo Patient in the machine : challenges for neurocomputing David V. Forrest 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 Psychology, Pathological / Computer simulation Neural networks (Neurobiology) Cognitive psychology Neural networks (Computer science) Psychische Störung (DE-588)4047686-8 gnd rswk-swf Neuronales Netz (DE-588)4226127-2 gnd rswk-swf Konnektionistisches Netz (DE-588)4304815-8 gnd rswk-swf Psychiatrie (DE-588)4047667-4 gnd rswk-swf 1\p (DE-588)4143413-4 Aufsatzsammlung gnd-content Psychiatrie (DE-588)4047667-4 s Neuronales Netz (DE-588)4226127-2 s 2\p DE-604 Psychische Störung (DE-588)4047686-8 s 3\p DE-604 Konnektionistisches Netz (DE-588)4304815-8 s 4\p DE-604 Stein, Dan J. edt Ludik, Jacques 1960- edt Erscheint auch als Druckausgabe 978-0-521-03606-1 Erscheint auch als Druckausgabe 978-0-521-57163-0 https://doi.org/10.1017/CBO9780511547195 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 3\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 4\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Neural networks and psychopathology connectionist models in practice and research Neural networks and psychopathology : an introduction History of neural network research in psychopathology Neural network models in psychiatric diagnosis and symptom recognition Neural networks and psychopharmacology Connectionist view of of psychotherapy Modulatory mechanisms in mental disorders Nature of delusions : a hierarchical neural network approach "Produced by either God or Satan" : neural network approaches to delusional thinking Neural network modelling of cognitive disinhibition and neurotransmitter dysfunction in obsessive-compulsive disorder Fables of Lucy R. : association and dissociation in neural networks Neural network analysis of learning in autism Are there common neural mechanisms for learning, epilepsy, and Alzheimer's disease? Patient in the machine : challenges for neurocomputing Psychology, Pathological / Computer simulation Neural networks (Neurobiology) Cognitive psychology Neural networks (Computer science) Psychische Störung (DE-588)4047686-8 gnd Neuronales Netz (DE-588)4226127-2 gnd Konnektionistisches Netz (DE-588)4304815-8 gnd Psychiatrie (DE-588)4047667-4 gnd |
| subject_GND | (DE-588)4047686-8 (DE-588)4226127-2 (DE-588)4304815-8 (DE-588)4047667-4 (DE-588)4143413-4 |
| title | Neural networks and psychopathology connectionist models in practice and research |
| title_alt | Neural Networks & Psychopathology Neural networks and psychopathology : an introduction History of neural network research in psychopathology Neural network models in psychiatric diagnosis and symptom recognition Neural networks and psychopharmacology Connectionist view of of psychotherapy Modulatory mechanisms in mental disorders Nature of delusions : a hierarchical neural network approach "Produced by either God or Satan" : neural network approaches to delusional thinking Neural network modelling of cognitive disinhibition and neurotransmitter dysfunction in obsessive-compulsive disorder Fables of Lucy R. : association and dissociation in neural networks Neural network analysis of learning in autism Are there common neural mechanisms for learning, epilepsy, and Alzheimer's disease? Patient in the machine : challenges for neurocomputing |
| title_auth | Neural networks and psychopathology connectionist models in practice and research |
| title_exact_search | Neural networks and psychopathology connectionist models in practice and research |
| title_full | Neural networks and psychopathology connectionist models in practice and research [edited by] Dan J. Stein, Jacques Ludik |
| title_fullStr | Neural networks and psychopathology connectionist models in practice and research [edited by] Dan J. Stein, Jacques Ludik |
| title_full_unstemmed | Neural networks and psychopathology connectionist models in practice and research [edited by] Dan J. Stein, Jacques Ludik |
| title_short | Neural networks and psychopathology |
| title_sort | neural networks and psychopathology connectionist models in practice and research |
| title_sub | connectionist models in practice and research |
| topic | Psychology, Pathological / Computer simulation Neural networks (Neurobiology) Cognitive psychology Neural networks (Computer science) Psychische Störung (DE-588)4047686-8 gnd Neuronales Netz (DE-588)4226127-2 gnd Konnektionistisches Netz (DE-588)4304815-8 gnd Psychiatrie (DE-588)4047667-4 gnd |
| topic_facet | Psychology, Pathological / Computer simulation Neural networks (Neurobiology) Cognitive psychology Neural networks (Computer science) Psychische Störung Neuronales Netz Konnektionistisches Netz Psychiatrie Aufsatzsammlung |
| url | https://doi.org/10.1017/CBO9780511547195 |
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