Surfing uncertainty: prediction, action, and the embodied mind
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| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Oxford ; New York
Oxford University Press
[2016]
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| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | xviii, 401 Seiten Illustrationen, Diagramme |
| ISBN: | 9780190217013 9780190933210 |
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MARC
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| 245 | 1 | 0 | |a Surfing uncertainty |b prediction, action, and the embodied mind |c Andy Clark |
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| 650 | 4 | |a Prediction (Logic) | |
| 650 | 4 | |a Metacognition | |
| 650 | 4 | |a Uncertainty | |
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Record in the Search Index
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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
|
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| dewey-ones | 128 - Humankind |
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| dewey-search | 128.2 |
| dewey-sort | 3128.2 |
| dewey-tens | 120 - Epistemology, causation, humankind |
| discipline | Biologie Philosophie |
| format | Book |
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| language | English |
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| spelling | Clark, Andy 1957- (DE-588)13061582X aut Surfing uncertainty prediction, action, and the embodied mind Andy Clark Oxford ; New York Oxford University Press [2016] © 2016 xviii, 401 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Prediction (Logic) Metacognition Uncertainty Metacognition fast Prediction (Logic) fast Uncertainty fast Unsicherheit (DE-588)4186957-6 gnd rswk-swf Neurobiologie (DE-588)4041871-6 gnd rswk-swf Unsicherheit (DE-588)4186957-6 s Neurobiologie (DE-588)4041871-6 s DE-604 SWB Datenaustausch application/pdf 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 Inhaltsverzeichnis |
| 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 |
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