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Active Inference

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.

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Detail Information
Series Title
The MIT Press,
Call Number
-
Publisher
https://mitpress.mit.edu : The MIT Press.,
Collation
oer.unej.ac.id
Language
English
ISBN/ISSN
9780262045353
Classification
-
Content Type
text
Media Type
computer
Carrier Type
online resource
Edition
-
Subject(s)
Active inference
free energy
Specific Detail Info
-
Statement of Responsibility
Other Information
Cataloger
-
Source
https://directory.doabooks.org/handle/20.500.12854/84566
Validator
Suwardi
Digital Object Identifier (DOI)
10.7551/mitpress/12441.001.0001
Journal Volume
-
Journal Issue
-
Subtitle
-
Parallel Title
-
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