Active Inference : The Free Energy Principle in Mind, Brain, and Behavior

Thomas Parr

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Language: English

Published by MIT Press Ltd Aug 2025, 2025

0262553996 / 9780262553995

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Neuware - 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 behaviora 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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Title
Active Inference : The Free Energy Principle in Mind, Brain, and Behavior
Author
Thomas Parr
Publisher
MIT Press Ltd Aug 2025
Publication year
2025
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
0262553996
ISBN 13
9780262553995
Item weight
384 grams
Dimensions
225x151x22 mm

AHA-BUCH GmbH

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