Applying the Free-Energy Principle to Complex Adaptive Systems

The free energy principle is a mathematical theory of the behaviour of self-organising systems that originally gained prominence as a unified model of the brain. Since then, the theory has been applied to a plethora of biological phenomena, extending from single-celled and multicellular organisms th...

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Detalles Bibliográficos
Otros Autores:	Badcock, Paul (Editor), Ramstead, Maxwell (Otro), Sheikhbahaee, Zahra, Constant, Axel
Formato:	Libro electrónico
Idioma:	Inglés
Publicado:	Basel MDPI - Multidisciplinary Digital Publishing Institute 2022
Materias:	Information technology industries Computer science message passing metabolism Bayesian stochastic non-equilibrium master equations cancer niches free energy Kikuchi approximations apoptosis metastasis cluster variation method Free Energy Principle active inference Bayesian brain generative models cybernetics embodiment enactivism cognitivism representations consciousness free will mental causation cognitive-affective development emotions feelings readiness potentials intentionality agency intelligence collective intelligence free energy principle agent-based model complex adaptive systems multiscale systems computational model uncertainty POMDP emotion affect control theory sociology permutation entropy disorder stress allostatic (hub) overload cascading failure disease hierarchical control systems critical slowing down model-based control adaptive robots generative model Bayesian inference filtering neurotechnology
Ver en Biblioteca Universitat Ramon Llull:	https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009741335106719