Active inference : the free energy principle in mind, brain, and behavior

Active inference the free energy principle in mind, brain, and behavior

"A much-needed synthesis of active inference, a theory of mind that addresses cognition, behavior, intelligence, & mental disorders and which can be extended to explain behavior in all living systems"--

Detalles Bibliográficos
Otros Autores: Parr, Thomas, 1993- author (author), Pezzulo, Giovanni, author, Friston, K. J. (Karl J.), author
Formato: Libro electrónico
Idioma:Inglés
Publicado: Cambridge, Massachusetts : The MIT Press [2022]
Colección:The MIT Press
Materias:
Perception.
Inference.
Neurobiology.
Human behavior models.
Knowledge, Theory of.
Bayesian statistical decision theory.
SCIENCE / Life Sciences / Neuroscience
PSYCHOLOGY / Cognitive Neuroscience & Cognitive Neuropsychology
PHILOSOPHY / Mind & Body
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009666928406719
Tabla de Contenidos:
  • The low road to active inference
  • The high road to active inference
  • The generative models of active inference
  • Message passing and neurobiology
  • A recipe for designing active inference models
  • Active inference in discrete time
  • Active inference in continuous time
  • Model based data analysis
  • Active inference as a unified theory of sentient behaviour.

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