Description
The first introductory textbook in the emerging, fast-developing field of computational psychiatry.
Computational psychiatry applies computational modeling and theoretical approaches to psychiatric questions, focusing on building mathematical models of neural or cognitive phenomena relevant to psychiatric diseases. It is a young and rapidly growing field, drawing on concepts from psychiatry, psychology, computer science, neuroscience, electrical and chemical engineering, mathematics, and physics. This book, accessible to nonspecialists, offers the first introductory textbook in computational psychiatry.
Table of Contents
CHAPTER 1: INTRODUCTION: TOWARD A COMPUTATIONAL APPROACH TO PSYCHIATRY
CHAPTER 2: METHODS OF COMPUTATIONAL PSYCHIATRY: A BRIEF SURVEY
CHAPTER 3: BIOPHYSICALLY BASED NEURAL CIRCUIT MODELING OF WORKING MEMORY AND DECISION MAKING AND RELATED PSYCHIATRIC DEFICITS
CHAPTER 4: COMPUTATIONAL MODELS OF COGNITIVE CONTROL: PAST AND CURRENT APPROACHES
CHAPTER 5: THE VALUE OF ALMOST EVERYTHING: MODELS OF THE POSITIVE AND NEGATIVE VALENCE SYSTEMS AND THEIR RELEVANCE TO PSYCHIATRY
CHAPTER 6: PSYCHOSIS AND SCHIZOPHRENIA FROM A COMPUTATIONAL PERSPECTIVE
CHAPTER 7: DEPRESSIVE DISORDERS FROM A COMPUTATIONAL PERSPECTIVE
CHAPTER 8: ANXIETY DISORDERS FROM A COMPUTATIONAL PERSPECTIVE
CHAPTER 9: ADDICTION FROM A COMPUTATIONAL PERSPECTIVE
CHAPTER 10 : TOURETTE SYNDROME FROM A COMPUTATIONAL PERSPECTIVE
CHAPTER 11: PERSPECTIVES AND FURTHER STUDY IN COMPUTATIONAL PSYCHIATRY
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