Verfügbarkeit: Surfing uncertainty | Technische Universität München

Surfing uncertainty: prediction, action, and the embodied mind

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Bibliographische Detailangaben
Beteilige Person:	Clark, Andy 1957- (VerfasserIn)
Format:	Buch
Sprache:	Englisch
Veröffentlicht:	Oxford ; New York Oxford University Press [2016]
Schlagwörter:	Prediction (Logic) Metacognition Uncertainty Unsicherheit Neurobiologie
Links:	http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028339766&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
Umfang:	xviii, 401 Seiten Illustrationen, Diagramme
ISBN:	9780190217013 9780190933210

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Datensatz im Suchindex

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adam_text	CONTENTS PREFACE: MEAT THAT PREDICTS XIII ACKNOWLEDGEMENTS XVII INTRODUCTION: GUESSING GAMES I I: THE POWER OF PREDICTION I. PREDICTION MACHINES 13 1.1 TWO WAYS TO SENSE THE COFFEE 13 1.2 ADOPTING THE ANIMAL S PERSPECTIVE 14 1.3 LEARNING IN BOOTSTRAP HEAVEN 17 1.4 MULTILEVEL LEARNING 19 1.5 DECODING DIGITS 22 1.6 DEALING WITH STRUCTURE 23 1.7 PREDICTIVE PROCESSING 2$ 1.8 SIGNALLING THE NEWS 28 1.9 PREDICTING NATURAL SCENES 29 1.10 BINOCULAR RIVALRY ^ 1.11 SUPPRESSION AND SELECTIVE ENHANCEMENT 37 1.12 ENCODING, INFERENCE, AND THE BAYESIAN BRAIN 39 1.13 GETTING THE GIST 41 1.14 PREDICTIVE PROCESSING IN THE BRAIN 43 VII VLLL CONTENTS 1.15 IS SILENCE GOLDEN? 4; 1.16 EXPECTING FACES 47 1.17 WHEN PREDICTION MISLEADS 49 1.18 MIND TURNED UPSIDE DOWN 51 2, ADJUSTING THE VOLUME (NOISE, SIGNAL, ATTENTION) 53 2.1 SIGNAL SPOTTING 53 2.2 HEARING BING 54 2.3 THE DELICATE DANCE BETWEEN TOP-DOWN AND BOTTOM-UP 57 2.4 ATTENTION, BIASED COMPETITION/AND SIGNAL ENHANCEMENT 59 2.5 SENSORY INTEGRATION AND COUPLING 64 2.6 A TASTE OF ACTION 65 2.7 GAZE ALLOCATION: DOING WHAT COMES NATURALLY 66 2.8 CIRCULAR CAUSATION IN THE PERCEPTION-ATTENTION-ACTION LOOP 69 2.9 MUTUAL ASSURED MISUNDERSTANDING 71 2.10 SOME WORRIES ABOUT PRECISION 75 2.11 THE UNEXPECTED ELEPHANT 78 2.12 SOME PATHOLOGIES OF PRECISION 79 2.13 BEYOND THE SPOTLIGHT 82 3. THE IMAGINARIUM 84 3.1 CONSTRUCTION INDUSTRIES 84 3.2 SIMPLE SEEING 85 3.3 CROSS-MODAL AND MULTIMODAL EFFECTS 86 3.4 META-MODAL EFFECTS 87 3.5 PERCEIVING OMISSIONS 89 3.6 EXPECTATIONS AND CONSCIOUS PERCEPTION 92 3.7 THE PERCEIVER AS IMAGINER 93 3.8 BRAIN READING DURING IMAGERY AND PERCEPTION 94 3.9 INSIDE THE DREAM FACTORY 98 3.10 PIMMS AND THE PAST 102 3.11 TOWARDS MENTAL TIME TRAVEL 104 3.12 A COGNITIVE PACKAGE DEAL 107 II: EMBODYING PREDICTION 4. PREDICTION-ACTION MACHINES 111 4.1 STAYING AHEAD OF THE BREAK 113 4.2 TICKLISH TALES 112 4.3 FORWARD MODELS (FINESSING TIME) 4.4 OPTIMAL FEEDBACK CONTROL 117 4.5 ACTIVE INFERENCE 120 CONTENTS IX 4.6 SIMPLIFIED CONTROL 124 4.7 BEYOND EFFERENCE COPY 126 4.8 DOING WITHOUT COST FUNCTIONS 128 4.9 ACTION-ORIENTED PREDICTIONS 133 4.10 PREDICTIVE ROBOTICS 134 4.11 PERCEPTION-COGNITION-ACTION ENGINES 135 5. PRECISION ENGINEERING: SCULPTING THE FLOW 5.1 DOUBLE AGENTS 139 5.2 TOWARDS MAXIMAL CONTEXT-SENSITIVITY 140 5.3 HIERARCHY RECONSIDERED 143 5.4 SCULPTING EFFECTIVE CONNECTIVITY 146 5.5 TRANSIENT ASSEMBLIES 150 5.6 UNDERSTANDING ACTION 151 5.7 MAKING MIRRORS 154 5.8 WHODUNIT? 357 5.9 ROBOT FUTURES 259 5.10 THE RESTLESS, RAPIDLY RESPONSIVE, BRAIN 263 5.11 CELEBRATING TRANSIENCE 167 6. BEYOND FANTASY 168 6.1 EXPECTING THE WORLD 168 6.2 CONTROLLED HALLUCINATIONS AND VIRTUAL REALITIES 16 6.3 THE SURPRISING SCOPE OF STRUCTURED PROBABILISTIC LEARNING 171 6.4 READY FOR ACTION 175 6.5 IMPLEMENTING AFFORDANCE COMPETITION 181 6.6 INTERACTION-BASED JOINTS IN NATURE 184 6.J EVIDENTIARY BOUNDARIES AND THE AMBIGUOUS APPEAL TO INFERENCE 188 6.8 DON T FEAR THE DEMON 192 6.9 HELLO WORLD 194 6.10 HALLUCINATION AS UNCONTROLLED PERCEPTION 196 6.11 OPTIMAL ILLUSIONS 197 6.12 SAFER PENETRATION 199 6.13 WHO ESTIMATES THE ESTIMATORS? 201 6.14 GRIPPING TALES 202 7. EXPECTING OURSELVES (CREEPING UP ON CONSCIOUSNESS) 203 7.1 THE SPACE OF HUMAN EXPERIENCE 203 7.2 WARNING LIGHTS 204 7.3 THE SPIRAL OF INFERENCE AND EXPERIENCE 206 CONTENTS 7.4 SCHIZOPHRENIA AND SMOOTH PURSUIT EYE MOVEMENTS 208 J.5 SIMULATING SMOOTH PURSUIT 209 7.6 DISTURBING THE NETWORK (SMOOTH PURSUIT) 221 7.7 TICKLING REDUX 213 7.8 LESS SENSE, MORE ACTION? 216 7.9 DISTURBING THE NETWORK (SENSORY ATTENUATION) 218 7.10 PSYCHOGENIC DISORDERS AND PLACEBO EFFECTS 219 7.11 DISTURBING THE NETWORK ( PSYCHOGENIC EFFECTS) 221 7.12 AUTISM, NOISE, AND SIGNAL 223 7.13 CONSCIOUS PRESENCE 227 7.14 EMOTION 231 7.15 FEAR IN THE NIGHT 235 7.16 A NIP OF THE HARD STUFF 237 III: SCAFFOLDING PREDICTION 8. THE LAZY PREDICTIVE BRAIN 243 8.1 SURFACE TENSIONS 243 8.2 PRODUCTIVE LAZINESS 244 8.3 ECOLOGICAL BALANCE AND BASEBALL 245 8.4 EMBODIED FLOW 249 8.5 FRUGAL ACTION-ORIENTED PREDICTION MACHINES 250 8.6 MIX N MATCH STRATEGY SELECTION 252 8.7 BALANCING ACCURACY AND COMPLEXITY 255 8.8 BACK TO BASEBALL 256 8.9 EXTENDED PREDICTIVE MINDS 260 8.10 ESCAPE FROM THE DARKENED ROOM 262 8.11 PLAY, NOVELTY, AND SELF-ORGANIZED INSTABILITY 265 8.12 FAST, CHEAP, AND FLEXIBLE TOO 268 9. BEING HUMAN 269 9.1 PUTTING PREDICTION IN ITS PLACE 269 9.2 REPRISE: SELF-ORGANIZING AROUND PREDICTION ERROR 270 9.3 EFFICIENCY AND THE LORD S PRIOR 271 9.4 CHAOS AND SPONTANEOUS CORTICAL ACTIVITY 272 9.5 DESIGNER ENVIRONMENTS AND CULTURAL PRACTICES 275 9.6 WHITE LINES 2Y$ 9.7 INNOVATING FOR INNOVATION 281 9.8 WORDS AS TOOLS FOR MANIPULATING PRECISION 282 9.9 PREDICTING WITH OTHERS 285 9.10 ENACTING OUR WORLDS 288 9.11 REPRESENTATIONS: BREAKING GOOD? 291 9.12 PREDICTION IN THE WILD 294 CONTENTS XI 10. CONCLUSIONS: THE FUTURE OF PREDICTION 295 10.1 EMBODIED PREDICTION MACHINES 2% 10.2 PROBLEMS/ PUZZLES, AND PITFALLS 297 APPENDIX 1: BARE BAYES 301 APPENDIX 2: THE FREE-ENERGY FORMULATION NOTES 30-/ REFERENCES 329 INDEX 377
any_adam_object	1
author	Clark, Andy 1957-
author_GND	(DE-588)13061582X
author_facet	Clark, Andy 1957-
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dewey-hundreds	100 - Philosophy & psychology
dewey-ones	128 - Humankind
dewey-raw	128.2
dewey-search	128.2
dewey-sort	3128.2
dewey-tens	120 - Epistemology, causation, humankind
discipline	Biologie Philosophie
format	Book
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indexdate	2024-12-20T17:23:04Z
institution	BVB
isbn	9780190217013 9780190933210
language	English
oai_aleph_id	oai:aleph.bib-bvb.de:BVB01-028339766
oclc_num	935737534
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physical	xviii, 401 Seiten Illustrationen, Diagramme
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publisher	Oxford University Press
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spellingShingle	Clark, Andy 1957- Surfing uncertainty prediction, action, and the embodied mind Prediction (Logic) Metacognition Uncertainty Metacognition fast Prediction (Logic) fast Uncertainty fast Unsicherheit (DE-588)4186957-6 gnd Neurobiologie (DE-588)4041871-6 gnd
subject_GND	(DE-588)4186957-6 (DE-588)4041871-6
title	Surfing uncertainty prediction, action, and the embodied mind
title_auth	Surfing uncertainty prediction, action, and the embodied mind
title_exact_search	Surfing uncertainty prediction, action, and the embodied mind
title_full	Surfing uncertainty prediction, action, and the embodied mind Andy Clark
title_fullStr	Surfing uncertainty prediction, action, and the embodied mind Andy Clark
title_full_unstemmed	Surfing uncertainty prediction, action, and the embodied mind Andy Clark
title_short	Surfing uncertainty
title_sort	surfing uncertainty prediction action and the embodied mind
title_sub	prediction, action, and the embodied mind
topic	Prediction (Logic) Metacognition Uncertainty Metacognition fast Prediction (Logic) fast Uncertainty fast Unsicherheit (DE-588)4186957-6 gnd Neurobiologie (DE-588)4041871-6 gnd
topic_facet	Prediction (Logic) Metacognition Uncertainty Unsicherheit Neurobiologie
url	http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028339766&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
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