"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"--
"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"--
Thomas Parr is a Postdoctoral Scholar at the Wellcome Centre for Human Neuroimaging at the Queen Square Institute of Neurology at University College London and a practicing clinician. Giovanni Pezzulo is a Researcher at the Institute of Cognitive Sciences and Technologies of the National Research Council of Italy in Rome. Karl J. Friston is Scientific Director of the Wellcome Centre for Human Neuroimaging and Professor at Queen Square Institute of Neurology at University College London.
Inhaltsangabe
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
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
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