Unifying treatments for depression: an application of the Free Energy Principle

Frontiers in Psychology

Adam M. Chekroud¹ 

关键词: major depressive disorder;    predictive coding;    free-energy principle;    antidepressants;    computational psychiatry;    generative models;    antidepressants efficacy;   

DOI  :  10.3389/fpsyg.2015.00153

学科分类：心理学（综合）

来源: Frontiers

【 摘 要 】

Major Depressive Disorder is a debilitating and increasingly prevalent psychiatric condition (Compton et al., 2006; Andersen et al., 2011). At present, its primary treatments are antidepressant medications and psychotherapy. Curiously, although the pharmacological effects of antidepressants manifest within hours, remission of clinical symptoms takes a number of weeks—if at all. Independently, support has grown for an idea—proposed as early as Helmholtz (von Helmholtz, 1924)—that the brain is a prediction machine, holding generative models1 for the purpose of inferring causes of sensory information (Dayan et al., 1995; Rao and Ballard, 1999; Knill and Pouget, 2004; Friston et al., 2006; Friston, 2010). If the brain does indeed represent a collection of beliefs about the causal structure of the world, then the depressed phenotype may emerge from a collection of depressive beliefs. These beliefs are modified gradually through successive combinations of expectations with observations. As a result, phenotypic remission ought to take some time as the brain's relevant statistical structures become less pessimistic.

【 授权许可】

CC BY