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Giovanni Pezzulo
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Publisher: The MIT Press
Published: 29 March 2022
DOI: 10.7551/mitpress/12441.003.0011
EISBN: 9780262369978
Publisher: The MIT Press
Published: 29 March 2022
DOI: 10.7551/mitpress/12441.003.0012
EISBN: 9780262369978
Publisher: The MIT Press
Published: 29 March 2022
DOI: 10.7551/mitpress/12441.003.0013
EISBN: 9780262369978
Publisher: The MIT Press
Published: 29 March 2022
DOI: 10.7551/mitpress/12441.003.0014
EISBN: 9780262369978
Publisher: The MIT Press
Published: 29 March 2022
DOI: 10.7551/mitpress/12441.003.0015
EISBN: 9780262369978
Publisher: The MIT Press
Published: 29 March 2022
DOI: 10.7551/mitpress/12441.003.0016
EISBN: 9780262369978
Publisher: The MIT Press
Published: 29 March 2022
DOI: 10.7551/mitpress/12441.003.0017
EISBN: 9780262369978
Publisher: The MIT Press
Published: 29 March 2022
DOI: 10.7551/mitpress/12441.003.0018
EISBN: 9780262369978
Publisher: The MIT Press
Published: 29 March 2022
DOI: 10.7551/mitpress/12441.003.0019
EISBN: 9780262369978
Publisher: The MIT Press
Published: 29 March 2022
DOI: 10.7551/mitpress/12441.003.0020
EISBN: 9780262369978
Publisher: The MIT Press
Published: 29 March 2022
DOI: 10.7551/mitpress/12441.001.0001
EISBN: 9780262369978
The first comprehensive treatment of active inference, an integrative perspective on brain, cognition, and behavior used across multiple disciplines. Active inference is a way of understanding sentient behavior—a theory that characterizes perception, planning, and action in terms of probabilistic inference. Developed by theoretical neuroscientist Karl Friston over years of groundbreaking research, active inference provides an integrated perspective on brain, cognition, and behavior that is increasingly used across multiple disciplines including neuroscience, psychology, and philosophy. Active inference puts the action into perception. This book offers the first comprehensive treatment of active inference, covering theory, applications, and cognitive domains. Active inference is a “first principles” approach to understanding behavior and the brain, framed in terms of a single imperative to minimize free energy. The book emphasizes the implications of the free energy principle for understanding how the brain works. It first introduces active inference both conceptually and formally, contextualizing it within current theories of cognition. It then provides specific examples of computational models that use active inference to explain such cognitive phenomena as perception, attention, memory, and planning.
Publisher: The MIT Press
Published: 29 March 2022
DOI: 10.7551/mitpress/12441.003.0001
EISBN: 9780262369978
Publisher: The MIT Press
Published: 29 March 2022
DOI: 10.7551/mitpress/12441.003.0002
EISBN: 9780262369978
Publisher: The MIT Press
Published: 29 March 2022
EISBN: 9780262369978
Publisher: The MIT Press
Published: 29 March 2022
DOI: 10.7551/mitpress/12441.003.0004
EISBN: 9780262369978
Publisher: The MIT Press
Published: 29 March 2022
DOI: 10.7551/mitpress/12441.003.0005
EISBN: 9780262369978
Publisher: The MIT Press
Published: 29 March 2022
DOI: 10.7551/mitpress/12441.003.0006
EISBN: 9780262369978
Publisher: The MIT Press
Published: 29 March 2022
DOI: 10.7551/mitpress/12441.003.0007
EISBN: 9780262369978
Publisher: The MIT Press
Published: 29 March 2022
DOI: 10.7551/mitpress/12441.003.0008
EISBN: 9780262369978
Publisher: The MIT Press
Published: 29 March 2022
EISBN: 9780262369978