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Record Nr. |
UNINA9910576889803321 |
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Autore |
Parr Thomas <1993-> |
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Titolo |
Active inference : the free energy principle in mind, brain, and behavior / / Thomas Parr, Giovanni Pezzulo, and Karl J. Friston |
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Pubbl/distr/stampa |
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Cambridge, : The MIT Press, 2022 |
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Cambridge, Massachusetts : , : The MIT Press, , [2022] |
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ISBN |
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0-262-36228-7 |
0-262-36997-4 |
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Descrizione fisica |
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1 online resource (238 pages) |
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Collana |
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Disciplina |
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Soggetti |
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Perception |
Inference |
Neurobiology |
Human behavior models |
Knowledge, Theory of |
Bayesian statistical decision theory |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di contenuto |
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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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Sommario/riassunto |
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"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"-- |
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