Dedication |
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v | |
Preface |
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vii | |
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1 | (4) |
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1.1 Towards Conscious Robots |
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1 | (2) |
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1.2 The Structure of This Book |
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3 | (2) |
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Chapter 2 The Problem of Consciousness |
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5 | (10) |
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2.1 Mind and Consciousness |
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5 | (1) |
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2.2 The Apparent Immateriality of the Mind |
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6 | (1) |
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7 | (3) |
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10 | (1) |
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11 | (1) |
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2.6 The Real Problem of Consciousness |
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12 | (3) |
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Chapter 3 Consciousness and Subjective Experience |
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15 | (10) |
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3.1 Theories of Consciousness |
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15 | (5) |
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3.2 The Subjective Experience |
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20 | (1) |
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3.3 The Internal Appearance of Neural Activity |
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21 | (4) |
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Chapter 4 Perception and Qualia |
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25 | (22) |
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4.1 Perception and Recognition |
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25 | (5) |
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25 | (2) |
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4.1.2 Is Perception the Same as Recognition? |
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27 | (3) |
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30 | (17) |
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30 | (3) |
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4.2.2 The Privacy of Qualia |
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33 | (2) |
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4.2.3 No Qualia, No Percepts |
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35 | (1) |
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4.2.4 Different Qualities of Qualia |
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35 | (2) |
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37 | (4) |
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4.2.6 Externalization, the Apparent Location of Percepts |
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41 | (6) |
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Chapter 5 From Perception to Consciousness |
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47 | (8) |
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5.1 No Percepts - No Consciousness |
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47 | (1) |
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5.2 Attention and Consciousness |
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48 | (2) |
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5.3 The Difference Between Conscious and Non-Conscious Perception |
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50 | (2) |
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5.4 Information Integration and Consciousness |
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52 | (1) |
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5.5 What is Consciousness? |
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53 | (2) |
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Chapter 6 Emotions and Consciousness |
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55 | (8) |
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6.1 Emotions and Feelings |
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55 | (1) |
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6.2 The Qualia of Emotions |
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56 | (2) |
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6.3 The System Reactions Theory of Emotions (SRTE) |
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58 | (1) |
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6.4 Emotions and Motivation |
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59 | (1) |
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60 | (1) |
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61 | (2) |
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Chapter 7 Inner Speech and Consciousness |
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63 | (10) |
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63 | (3) |
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7.2 Consciousness and Inner Speech |
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66 | (1) |
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7.3 Conscious Perception of Inner Speech |
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67 | (6) |
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Chapter 8 Qualia and Machine Consciousness |
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73 | (6) |
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8.1 Human Consciousness vs. Machine Consciousness |
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73 | (1) |
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8.2 Preconditions for Machine Qualia |
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74 | (5) |
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Chapter 9 Testing Consciousness |
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79 | (12) |
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9.1 Requirements for Consciousness Tests |
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79 | (3) |
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9.2 Tests for Consciousness |
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82 | (3) |
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82 | (1) |
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9.2.2 Picture Understanding Test |
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83 | (1) |
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9.2.3 The Cross-Examination Test |
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84 | (1) |
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9.3 Tests for Self-Consciousness |
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85 | (3) |
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85 | (1) |
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86 | (1) |
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87 | (1) |
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87 | (1) |
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9.3.5 The Cross-Examination Test |
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88 | (1) |
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9.4 Requirements and Tests for Machine Consciousness in Literature |
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88 | (3) |
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9.4.1 Aleksander's Axioms |
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88 | (1) |
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89 | (2) |
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Chapter 10 Artificial Conscious Cognition |
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91 | (8) |
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10.1 Which Model for Artificial Cognition? |
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91 | (2) |
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10.2 Sub-symbolic vs. Symbolic Information Processing |
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93 | (3) |
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10.3 What Is a Cognitive Architecture? |
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96 | (3) |
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Chapter 11 Associative Information Processing |
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99 | (8) |
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11.1 What Is Associative Information Processing? |
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99 | (1) |
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11.2 Basic Associative Processes |
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100 | (4) |
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11.2.1 Pavlovian Conditioning |
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100 | (2) |
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102 | (1) |
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11.2.3 Autoassociation and Heteroassociation |
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103 | (1) |
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11.3 The Representation of Information |
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104 | (1) |
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11.4 Distributed Signal Representations |
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105 | (2) |
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Chapter 12 Neural Realization of Associative Processing |
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107 | (18) |
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12.1 Spiking Neurons or Block Signal Neurons? |
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107 | (2) |
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12.2 Associative Neurons and Synapses |
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109 | (5) |
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12.3 Correlative Learning |
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114 | (3) |
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12.4 The Associative Neuron as a Logic Element |
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117 | (2) |
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12.5 Associative Neuron Groups |
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119 | (6) |
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12.5.1 The Operation of an Associative Neuron Group |
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119 | (2) |
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12.5.2 The Association of Vectors with Vectors |
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121 | (1) |
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12.5.3 Autoassociative Memory |
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122 | (1) |
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12.5.4 Temporal Sequences |
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122 | (3) |
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Chapter 13 Designing a Cognitive Perception System |
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125 | (14) |
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13.1 Requirements for Cognitive Perception |
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125 | (3) |
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13.2 The Perception/Response Feedback Loop |
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128 | (11) |
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13.2.1 The Basic Principle |
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128 | (1) |
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13.2.2 The Realization of Priming |
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129 | (1) |
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13.2.3 Match, Mismatch and Novelty Detection |
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130 | (2) |
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13.2.4 Sensory Attention in the Perception/Response Feedback Loop |
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132 | (1) |
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13.2.5 The Realization of Visual Searching |
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133 | (1) |
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13.2.6 Predictive Perception |
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134 | (1) |
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13.2.7 Conscious Introspection of Imaginations |
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135 | (4) |
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Chapter 14 Examples of Perception/Response Feedback Loops |
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139 | (12) |
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14.1 The Auditory Perception/Response Feedback Loop |
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139 | (5) |
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139 | (1) |
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14.1.2 Auditory Pre-Processes |
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139 | (3) |
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142 | (2) |
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14.2 The Visual Perception/Response Feedback Loop |
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144 | (4) |
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144 | (1) |
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14.2.2 Visual Pre-Processes |
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145 | (1) |
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146 | (2) |
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14.3 The Touch Perception/Response Feedback Loop |
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148 | (3) |
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Chapter 15 The Transition to Symbolic Processing |
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151 | (4) |
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15.1 From Distributed Signals to Symbols |
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151 | (1) |
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15.2 Requirements for a Natural Language |
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151 | (2) |
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15.3 Association of Meaning |
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153 | (2) |
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Chapter 16 Information Integration with Multiple Modules |
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155 | (8) |
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16.1 Cooperation and Interaction of Multiple Modules |
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155 | (2) |
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16.2 Sensorimotor Integration |
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157 | (1) |
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16.3 Feedback Control Loops |
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158 | (2) |
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16.4 Hierarchical Control Loops |
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160 | (3) |
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Chapter 17 Emotional Significance of Percepts |
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163 | (4) |
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17.1 The Significance of Percepts |
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163 | (1) |
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17.2 Emotional Evaluation of Percepts |
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164 | (3) |
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Chapter 18 The Outline of the Haikonen Cognitive Architecture (HCA) |
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167 | (8) |
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167 | (2) |
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18.2 The Block Diagram of HCA |
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169 | (3) |
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18.3 Control, Motivation and Drivers |
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172 | (1) |
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18.4 Information Integration, Coalitions and Consciousness |
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172 | (3) |
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Chapter 19 Mind Reading Applications |
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175 | (10) |
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19.1 Mind Reading Possible? |
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175 | (1) |
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19.2 The principle of the Imaging of Inner Imagery |
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176 | (3) |
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19.3 The Perception/Response Feedback Loop in the Imaging of Inner Imagery |
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179 | (3) |
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19.4 Inner Speech and Unvoiced Speech |
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182 | (1) |
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19.5 Silent Speech Detection with the Perception/Response Loop |
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182 | (3) |
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Chapter 20 The Comparison of Some Cognitive Architectures |
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185 | (18) |
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185 | (1) |
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20.2 Baars Global Workspace Architecture |
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186 | (5) |
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20.2.1 Baars Concept of Consciousness |
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186 | (1) |
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187 | (3) |
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20.2.3 What Is Explained by the Baars Model |
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190 | (1) |
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20.2.4 What Is Not Explained by the Baars Model |
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190 | (1) |
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20.3 Shanahan Global Workspace Architecture |
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191 | (5) |
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20.3.1 Shanahan Concept of Consciousness |
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191 | (1) |
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192 | (2) |
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20.3.3 What Is Explained by the Shanahan Model |
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194 | (1) |
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20.3.4 What Is Not Explained by the Shanahan Model |
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195 | (1) |
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20.4 Haikonen Cognitive Architecture |
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196 | (4) |
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20.4.1 Haikonen Concept of Consciousness |
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196 | (1) |
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197 | (1) |
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20.4.3 What Is Explained by the Haikonen Model |
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198 | (2) |
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20.5 Baars, Shanahan and Haikonen Architectures Compared |
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200 | (3) |
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Chapter 21 Example: An Experimental Robot with the HCA |
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203 | (22) |
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21.1 Purpose and Design Principles |
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203 | (1) |
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204 | (2) |
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206 | (2) |
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21.3.1 The Auditory Perception/Response Feedback Loop |
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206 | (1) |
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21.3.2 Speech Recognition |
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207 | (1) |
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207 | (1) |
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208 | (4) |
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21.4.1 Visual Perception/Response Feedback Loops |
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208 | (2) |
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21.4.2 Object Recognition |
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210 | (1) |
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21.4.3 Direction Detection |
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210 | (2) |
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21.4.4 The Selection and Searching of a Target |
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212 | (1) |
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21.5 The Emotional Module |
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212 | (3) |
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212 | (1) |
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213 | (1) |
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21.5.3 Emotional Significance |
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213 | (1) |
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214 | (1) |
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215 | (2) |
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21.7 The Wheel Drive Module |
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217 | (1) |
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218 | (2) |
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21.9 Cross-Associative Information Integration |
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220 | (1) |
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21.9.1 The Verbal-Corporal Teaching Experiment |
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220 | (1) |
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21.10 Consciousness in the XCR-1 |
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221 | (4) |
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Chapter 22 Concluding Notes |
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225 | (4) |
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22.1 Consciousness Explained |
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225 | (1) |
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225 | (4) |
Bibliography |
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229 | (6) |
Index |
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235 | |