| Preface |
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viii | |
| Introduction |
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1 | (12) |
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1 | (2) |
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3 | (2) |
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5 | (4) |
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9 | (4) |
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1 Perception as causal inference |
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13 | (28) |
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Constraints on perceptual inference |
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14 | (1) |
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Perception and Bayes' rule |
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15 | (4) |
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Perceptual inference and binocular rivalry |
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19 | (4) |
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How do neurons know Bayes? |
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23 | (2) |
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From inference to phenomenology |
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25 | (2) |
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A hierarchy of causal regularities |
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27 | (1) |
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Perceptual variance and invariance |
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28 | (3) |
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Message passing between hierarchical levels |
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31 | (1) |
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Additional constraints on hierarchical inference |
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32 | (2) |
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34 | (3) |
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Summary: hierarchical neuronal inferential mechanisms |
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37 | (1) |
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38 | (3) |
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2 Prediction error minimization |
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41 | (18) |
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A statistical illustration |
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42 | (4) |
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Reconceiving the relation to the world |
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46 | (2) |
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Being supervised by the world |
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48 | (3) |
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51 | (2) |
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Recognition and model inversion |
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53 | (2) |
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Summary: perception in prediction |
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55 | (1) |
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56 | (3) |
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3 Prediction error, context, and precision |
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59 | (16) |
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60 | (2) |
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62 | (2) |
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64 | (2) |
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Precisions and prediction error gain |
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66 | (1) |
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The basic mechanism: matters arising |
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67 | (6) |
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Summary: passive perceivers? |
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73 | (1) |
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74 | (1) |
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4 Action and expected experience |
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75 | (26) |
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Active inference in perception |
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76 | (5) |
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Modelling the agent, and acting |
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81 | (3) |
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84 | (5) |
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Active inference: matters arising |
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89 | (3) |
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Prediction error minimization: challenges |
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92 | (3) |
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Summary: tooling up for understanding the mind |
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95 | (1) |
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96 | (5) |
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101 | (16) |
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The binding problem and causal inference |
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102 | (4) |
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Initial pleas for the Bayesian story |
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106 | (4) |
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From common cause to sensory binding |
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110 | (1) |
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Binding, attention, and precision |
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111 | (4) |
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Summary: binding in error minimization |
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115 | (1) |
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115 | (2) |
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117 | (23) |
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Cognitive penetrability: initial moves |
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118 | (4) |
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Cognitive penetrability under mounting uncertainty |
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122 | (2) |
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Making room for cognitive impenetrability |
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124 | (5) |
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Possible cases of cognitive penetrability |
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129 | (8) |
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Summary: a balanced notion of cognitive penetrability |
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137 | (1) |
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138 | (2) |
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140 | (32) |
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Trading off perception and misperception |
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141 | (2) |
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143 | (2) |
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Precisions, sampling, and prior belief |
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145 | (2) |
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147 | (5) |
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The courtroom of perception |
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152 | (4) |
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Mental illness and prediction error |
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156 | (1) |
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Delusions and expected precisions |
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157 | (4) |
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Autism and expected precisions |
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161 | (4) |
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Balancing passive and active inference |
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165 | (3) |
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Summary: prediction error failures in illness and health |
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168 | (1) |
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169 | (3) |
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8 Surprise and misrepresentation |
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172 | (19) |
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Misperception as failure of prediction error minimization |
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174 | (5) |
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Misperception and rule-following |
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179 | (2) |
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Hierarchical modes of presentation |
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181 | (4) |
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185 | (2) |
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Summary: a mechanism for representation |
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187 | (1) |
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188 | (3) |
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9 Precision, attention, and consciousness |
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191 | (16) |
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From mental searchlight to precision expectations |
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192 | (2) |
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Learning patterns of noise and uncertainty |
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194 | (1) |
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Patterns of expected precisions in attention |
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195 | (2) |
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Volitional attention as active inference |
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197 | (2) |
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Inattentional blindness as low gain and prior |
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199 | (1) |
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Endogenous and exogenous attention |
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200 | (1) |
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Attention and conscious perception |
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201 | (4) |
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Summary: statistical aspects of attention and consciousness |
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205 | (1) |
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206 | (1) |
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10 Perceptual unity in action |
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207 | (17) |
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From causal inference to consciousness? |
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207 | (2) |
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209 | (2) |
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Unity, and ignition of the global neuronal workspace |
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211 | (3) |
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Ignition, active inference, and unity |
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214 | (5) |
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Action-based unity and indirectness |
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219 | (2) |
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Summary: unity and causal seclusion |
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221 | (1) |
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221 | (3) |
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11 The fragile mirror of nature |
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224 | (18) |
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Truth trackers or just a penchant for error minimization? |
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224 | (3) |
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227 | (3) |
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230 | (7) |
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Fragility, internality, and situatedness |
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237 | (3) |
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Summary: a disconcerting and comforting perceptual relation? |
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240 | (1) |
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241 | (1) |
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12 Into the predictive mind |
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242 | (16) |
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Emotions and bodily sensations |
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242 | (3) |
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Introspection is inference on mental causes |
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245 | (4) |
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The private mind in interaction |
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249 | (5) |
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The self as a sensory trajectory |
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254 | (2) |
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Summary: the probabilistic and causal mind |
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256 | (1) |
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257 | (1) |
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Concluding remarks: The mind in prediction |
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258 | (2) |
| Acknowledgements |
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260 | (1) |
| References |
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261 | (16) |
| Index |
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277 | |