自由エネルギー原理

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書誌事項

タイトル別名
  • The Free Energy Principle: A Computational Theory for Embodied Inference of the Environment and the Self in the Perception and Action Cycle
  • 自由エネルギー原理 : 環境との相即不離の主観理論
  • ジユウ エネルギー ゲンリ : カンキョウ ト ノ ソウソク フリ ノ シュカン リロン
  • ―環境との相即不離の主観理論―

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説明

 This article reviewed the free-energy principle, proposed as the general and unified brain theory by Friston, K. et al. (2006), its powerful framework, and recent expansions. This theory developed a mathematically precise theory to explain the computational neural mechanisms for optimizing posterior beliefs of the world in the brain. The freeenergy principle consisted of two major inferences: the unconscious inference and active inference. In addition, to optimize posterior beliefs or to select and execute behaviors, this theory proposed the precision of signals and its optimization as important computations; it also predicted the aberrant optimization of precision triggered various psychopathological syndromes. Furthermore, the free-energy principle theoretically demonstrated the composition of values from intrinsic (or epistemic) and extrinsic values. Intrinsic values were considered to involve curiosity and play fundamental roles in decision making and behavioral selection. This article expounded how the free-energy principle gave the theoretical explanations for brain functions such as perception, motor behavior, behavioral selection, and insight.

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  • 認知科学

    認知科学 26 (3), 366-386, 2019-09-01

    日本認知科学会

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