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Active inference : the free energy principle in mind, brain, and behavior / Thomas Parr, Giovanni Pezzulo, and Karl J. Friston.
- Format:
- Book
- Author/Creator:
- Parr, Thomas, 1993- author.
- Pezzulo, Giovanni, author.
- Friston, K. J. (Karl J.), author.
- Series:
- The MIT Press
- Language:
- English
- Subjects (All):
- Perception.
- Inference.
- Neurobiology.
- Human behavior models.
- Knowledge, Theory of.
- Bayesian statistical decision theory.
- Physical Description:
- 1 online resource (238 pages)
- Place of Publication:
- Cambridge The MIT Press 2022
- Cambridge, Massachusetts : The MIT Press, [2022]
- Language Note:
- English
- Summary:
- "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"-- Provided by publisher.
- Contents:
- 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.
- Notes:
- OCLC-licensed vendor bibliographic record.
- ISBN:
- 0-262-36228-7
- 0-262-36997-4
- OCLC:
- 1286684166
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