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| 001 | 000046149815 | |
| 005 | 20230524114415 | |
| 008 | 230522s2022 mau b 001 0 eng | |
| 010 | ▼a 2021023032 | |
| 020 | ▼a 9780262045353 ▼q (hardcover) | |
| 035 | ▼a (KERIS)REF000019686516 | |
| 040 | ▼a LBSOR/DLC ▼b eng ▼e rda ▼c DLC ▼d 211009 | |
| 042 | ▼a pcc | |
| 050 | 0 0 | ▼a BF311 ▼b .P31366 2022 |
| 082 | 0 0 | ▼a 153 ▼2 23 |
| 084 | ▼a 153 ▼2 DDCK | |
| 090 | ▼a 153 ▼b P259a | |
| 100 | 1 | ▼a Parr, Thomas, ▼d 1993-. |
| 245 | 1 0 | ▼a Active inference : ▼b the free energy principle in mind, brain, and behavior / ▼c Thomas Parr, Giovanni Pezzulo, and Karl J. Friston. |
| 260 | ▼a Cambridge, Massachusetts : ▼b The MIT Press, ▼c 2022. | |
| 264 | 1 | ▼a Cambridge, Massachusetts : ▼b The MIT Press, ▼c [2022] |
| 300 | ▼a ix, 296 p. ; ▼c 24 cm. | |
| 336 | ▼a text ▼b txt ▼2 rdacontent | |
| 337 | ▼a unmediated ▼b n ▼2 rdamedia | |
| 338 | ▼a volume ▼b nc ▼2 rdacarrier | |
| 504 | ▼a Includes bibliographical references (p. 273-293) and index. | |
| 505 | 0 | ▼a 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. |
| 520 | ▼a "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. | |
| 650 | 0 | ▼a Perception. |
| 650 | 0 | ▼a Inference. |
| 650 | 0 | ▼a Neurobiology. |
| 650 | 0 | ▼a Human behavior models. |
| 650 | 0 | ▼a Knowledge, Theory of. |
| 650 | 0 | ▼a Bayesian statistical decision theory. |
| 700 | 1 | ▼a Pezzulo, Giovanni. |
| 700 | 1 | ▼a Friston, K. J. ▼q (Karl J.). |
| 945 | ▼a ITMT |
Holdings Information
| No. | Location | Call Number | Accession No. | Availability | Due Date | Make a Reservation | Service |
|---|---|---|---|---|---|---|---|
| No. 1 | Location Science & Engineering Library/Sci-Info(Stacks2)/ | Call Number 153 P259a | Accession No. 121263207 | Availability Available | Due Date | Make a Reservation | Service |
Contents information
Table of Contents
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
