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Thomas Parr Giovanni Pezzulo Active Inference (Loose Leaf Version) New! - As Is!
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eBay item number:306413856976
Item specifics
- Condition
- Brand New: A new, unread, unused book in perfect condition with no missing or damaged pages. See all condition definitionsopens in a new window or tab
- Publication Name
- Active Inference
- Signed
- No
- Book Series
- Insight Guides
- Ex Libris
- Yes
- Title
- Active Inference
- Narrative Type
- Nonfiction
- Original Language
- English
- Intended Audience
- Under 2 Years, Ages 2-3, Ages 4-8, Ages 9-12, Young Adults, Adults
- Inscribed
- No
- Edition
- International Edition, Professional Edition, Revised Edition
- Vintage
- No
- Personalize
- No
- Subtitle
- The Free Energy Principle in Mind, Brain, and Behavior
- Type
- Short Stories
- EAN
- 9780262045353
- ISBN
- 9780262045353
- Release Year
- 2022
- Era
- 2010s
- Personalized
- No
- Features
- Abridged, Ex-Library
- Country/Region of Manufacture
- US
- Release Date
- 03/29/2022
About this product
Product Identifiers
Publisher
MIT Press
ISBN-10
0262045354
ISBN-13
9780262045353
eBay Product ID (ePID)
28050066814
Product Key Features
Book Title
Active Inference : the Free Energy Principle in Mind, Brain, and Behavior
Number of Pages
312 Pages
Language
English
Publication Year
2022
Topic
Mind & Body, Life Sciences / Neuroscience, Cognitive Neuroscience & Cognitive Neuropsychology, General
Genre
Philosophy, Science, Psychology
Format
Hardcover
Dimensions
Item Height
1 in
Item Weight
17.5 Oz
Item Length
9.3 in
Item Width
6.2 in
Additional Product Features
Intended Audience
Trade
LCCN
2021-023032
Dewey Edition
23
Dewey Decimal
153
Table Of Content
Preface vii I 1 Overview 3 2 The Low Road to Active Inference 15 3 The High Road to Active Inference 41 4 The Generative Models of Active Inference 63 5 Message Passing and Neurobiology 85 II 6 A Recipe for Designing Active Inference Models 105 7 Active Inference in Discrete Time 125 8 Active Inference in Continuous Time 153 9 Model-Based Data Analysis 173 10 Active Inference as a Unified Theory of Sentient Behavior 191 Appendix A: Mathematical Background 225 Appendix B: The Equations of Active Inference 243 Appendix C: An Annotated Example of the Matlab Code 259 Notes 267 References 273 Index 295
Synopsis
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.
LC Classification Number
BF311.P31366 2022
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