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Computational models of brain and behavior / First edition

Computational models of brain and behavior / First edition

자료유형
단행본
개인저자
Moustafa, Ahmed, 1977-.
서명 / 저자사항
Computational models of brain and behavior / [edited by] Ahmed Moustafa.
판사항
First edition.
발행사항
Hoboken, NJ :   Wiley,   c2018.  
형태사항
xxix, 554 p. : ill. (some col.) ; 26 cm.
ISBN
9781119159063 (hardback)
서지주기
Includes bibliographical references and index.
일반주제명
Computational neuroscience. Neurobiology --Mathematical models.
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245 0 0 ▼a Computational models of brain and behavior / ▼c [edited by] Ahmed Moustafa.
250 ▼a First edition.
260 ▼a Hoboken, NJ : ▼b Wiley, ▼c c2018.
300 ▼a xxix, 554 p. : ▼b ill. (some col.) ; ▼c 26 cm.
504 ▼a Includes bibliographical references and index.
650 0 ▼a Computational neuroscience.
650 0 ▼a Neurobiology ▼x Mathematical models.
700 1 ▼a Moustafa, Ahmed, ▼d 1977-.
945 ▼a KLPA

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No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
No. 1 소장처 과학도서관/Sci-Info(2층서고)/ 청구기호 612.8233 C738 등록번호 121244312 도서상태 대출가능 반납예정일 예약 서비스 B M

컨텐츠정보

목차

Cover; Title Page; Copyright; Contents; Notes on Contributors; Acknowledgment; Introduction; Computational Models of Brain and Behavior; Part 1 Models of Brain Disorders; Models of psychiatric disorders; Models of neurological disorders; Part 2 Neural Models of Behavioral Processes; Part 3 Models of Brain Regions and Neurotransmitters; Models of brain areas; Models of neurotransmitters; Part 4 Neural Modeling Approaches; Higher-level models; Lower-level models; Part I: Models of Brain Disorders
Chapter 1: A Computational Model of Dyslexics'' Perceptual Difficulties as Impaired Inference of Sound StatisticsIntroduction-Contraction Bias in Simple Discrimination Tasks; Contraction Bias-a Simple Experimental Measure of Context Effects; Dyslexia; The Magnitude of Contraction Bias is Smaller in Dyslexics than in Controls; The Implicit Memory Model (IMM) Account for the Contraction Bias; Dyslexics Underweight Previous Trials Given Their Internal Noise Level; General Discussion; References; Chapter 2: Computational Approximations to Intellectual Disability in Down Syndrome; Introduction
Theories of Intellectual Disability and Atypical DevelopmentDown Syndrome; Computational Approximations for Understanding Intellectual Disability in Down Syndrome; Future Directions; Concluding Remarks; Acknowledgments; References; Chapter 3: Computational Psychiatry; Introduction; Computational Modeling of Mood Disorders; The Function of Mood and its Relation to Behavior; Bayesian Inference and Hierarchical Models; Schizophrenia, Precision, and Inference; Aberrant Salience and Psychosis; Computational Phenotyping Using Social Games; Summary; References
Chapter 4: Computational Models of Post-traumatic Stress Disorder (PTSD)Introduction; Models of Fear Conditioning; Limitations and Future Directions; Models of Changes in Arousal and Reactivity; Limitations and Future Directions; Models of Avoidance; Limitations and Future Directions; Models of Changes in Cognition and Mood; Limitations and Future Directions; Models of Intrusive Recollection; Limitations and Future Directions; Conclusions; References; Chapter 5: Reward Processing in Depression; Introduction; The Computational Approach and its Merits; Depression and Reinforcement Learning
Depression and LikingDepression and Wanting; Depression and Model-based RL; Related Findings in Neuroeconomics and Quantum Decision Theory; Implications and Future Directions; References; Chapter 6: Neurocomputational Models of Schizophrenia; Introduction; Models of Cognition in Schizophrenia; Models of Schizophrenia Symptoms; Models of Pharmacological and Nonpharmacological Treatment of Schizophrenia; Conclusions; References; Chapter 7: Oscillatory Dynamics of Brain Microcircuits; Introduction; Oscillatory Brain Microcircuits-Modeling Perspectives

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