Computational Psychiatry (eBook, ePUB)

A Primer
Redaktion: Series, Peggy

• Format: ePub

Produktbeschreibung

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.

---

Dieser Download kann aus rechtlichen Gründen nur mit Rechnungsadresse in A, B, BG, CY, CZ, D, DK, EW, E, FIN, F, GR, HR, H, IRL, I, LT, L, LR, M, NL, PL, P, R, S, SLO, SK ausgeliefert werden.

Produktdetails

• Verlag: MIT Press
• Seitenzahl: 342
• Erscheinungstermin: 24. November 2020
• Englisch
• ISBN-13: 9780262360715
• Artikelnr.: 58743577

Autorenporträt

Peggy Seriès is Senior Lecturer in Computational Neuroscience and Psychiatry at the Institute for Adaptive and Neural Computation at the University of Edinburgh.

Inhaltsangabe

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