Computational Psychiatry: Mathematical Modeling of Mental Illness is the first systematic effort to bring together leading scholars in the fields of psychiatry and computational neuroscience who have conducted the most impactful research and scholarship in this area. It includes an introduction outlining the challenges and opportunities facing the field of psychiatry that is followed by a detailed treatment of computational methods used in the service of understanding neuropsychiatric symptoms, improving diagnosis and guiding treatments. This book provides a vital resource for the clinical neuroscience community with an in-depth treatment of various computational neuroscience approaches geared towards understanding psychiatric phenomena. Its most valuable feature is a comprehensive survey of work from leaders in this field. Offers an in-depth overview of the rapidly evolving field of computational psychiatry Written for academics, researchers, advanced students and clinicians in the fields of computational neuroscience, clinical neuroscience, psychiatry, clinical psychology, neurology and cognitive neuroscience Provides a comprehensive survey of work from leaders in this field and a presentation of a range of computational psychiatry methods and approaches geared towards a broad array of psychiatric problems
In this volume, psychiatrists and theoretical and computational neuroscientists consider the potential of computational approaches to psychiatric issues.
This book presents the latest research in computational methods for modeling and simulating brain disorders.
Philosophical Explorations of the Legacy of Alan Turing. Cham: Springer, pp. 189–218. Copeland, B.J. and Prinz, D. (2017) 'Computer Chess – The First Moments', in Copeland, B.J. et al. The Turing Guide. Oxford: Oxford University Press, ...
A comprehensive Introduction to the world of brain and behavior computational models This book provides a broad collection of articles covering different aspects of computational modeling efforts in psychology and neuroscience.
In this book, Andreas Heinz proposes a computational and dimensional approach to understanding and classifying mental disorders: modeling key learning and decision-making mechanisms across different mental disorders.
The main goal of this edited collection is to promote the integration of cognitive modeling and cognitive neuroscience.
Computational Psychiatry: Mathematical Modeling of Mental Illness
This new edition of Integrative Psychiatry and Brain Health reflects the tremendous advances in science that allude to mechanisms of action that weave together seemingly unrelated disciplines for the promotion of health and wellness.
Precision psychiatry, as outlined in this groundbreaking book, presents a new path forward.
6:1445. doi:10.3389/fpsyg.2015.01445 The computational psychiatry of reward: broken brains or misguided minds? M. Moutoussis1*, G. W. Story1,2 and R. J. Dolan1,3 1 Wellcome Trust Centre for Neuroimaging, University College London, ...