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· 제목 : Bayesian Models of Perception and Action: An Introduction (Hardcover) 
· 분류 : 외국도서 > 과학/수학/생태 > 과학 > 인지과학
· ISBN : 9780262047593
· 쪽수 : 408쪽
· 분류 : 외국도서 > 과학/수학/생태 > 과학 > 인지과학
· ISBN : 9780262047593
· 쪽수 : 408쪽
목차
Acknowledgments xv
The Four Steps of Bayesian Modeling xvii
List of Acronyms xix
Introduction 1
1 Uncertainty and Inference 7
2 Using Bayes' Rule 31
3 Bayesian Inference under Measurement Noise 53
4 The Response Distribution 83
5 Cue Combination and Evidence Accumulation 105
6 Learning as Inference 125
7 Discrimination and Detection 147
8 Binary Classification 169
9 Top-Level Nuisance Variables and Ambiguity 191
10 Same-Different Judgment 205
11 Search 227
12 Inference in a Changing World 245
13 Combining Inference with Utility 257
14 The Neural Likelihood Function 281
15 Bayesian Models in Context 301
Appendices 311
A Notation 313
B Basics of Probability Theory 315
C Model Fitting and Model Comparison 343
Bibliography 361
Index 371
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