Computational psychiatry mathematical modeling of mental illness / edited by Alan Anticevic, Yale University School of Medicine, New Haven, CT, United States, John D. Murray, Yale University School of Medicine, New Haven, CT, United States.

Other author Anticevic, Alan.
Other author Murray, John D.
Format Electronic
Publication InfoLondon, United Kingdom : Elsevier/AP, Academic Press, an imprint of Elsevier, [2018]
Descriptionxxxi, 300 pages : illustrations ; 24 cm
Supplemental ContentFull text available from eBooks on EBSCOhost
Subjects

Contents Cortical circuit models in psychiatry / John D. Murray, Xiao-Jing Wang -- Serotonergic modulation of cognition in prefrontal cortical circuits in major depression / Juan P. Ramirez-Mahaluf, Albert Compte -- Dopaminergic neurons in the ventral tegmental area and their dysregulation in nicotine addiction / Gregory Dumont, Reinoud Maex, Boris Gutkin -- Computational models of dysconnectivity in large-scale resting-state networks / Murat Demirtaş, Gustavo Deco -- Dynamic casual modeling and its application to psychiatric disorders / Jakob Heinzle, Klaas E. Stephan -- Systems level modeling of cognitive control in psychiatric disorders / Deanna M. Barch, Adam Culbreth, Julia Sheffield -- Bayesian inference, predictive coding, and computational models of psychosis / Rick A. Adams -- A case study in computational psychiatry / Cody J. Walters, A.D. Redish -- Modeling negative symptoms in scizophrenia / Matthew A. Albrecht, James A. Waltz, Michael J. Frank, James M. Gold -- Bayesian approaches to learning and decision-making / Quentin J.M. Huys -- Computational phenotypes revealed by interactive economic games / P. Read Montague.
Bibliography noteIncludes bibliographical references and index.
Access restrictionAvailable only to authorized users.
Technical detailsMode of access: World Wide Web
Genre/formElectronic books.
LCCN 2017954101
ISBN9780128098257 (hbk.)
ISBN0128098252 (hbk.)

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