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E-grāmata: Consciousness and Robot Sentience [World Scientific e-book]

(University Of Illinois At Springfield, Usa)
  • Formāts: 256 pages
  • Sērija : Series On Machine Consciousness 2
  • Izdošanas datums: 06-Nov-2012
  • Izdevniecība: World Scientific Publishing Co Pte Ltd
  • ISBN-13: 9789814407168
  • World Scientific e-book
  • Cena: 101,47 €*
  • * this price gives unlimited concurrent access for unlimited time
  • Formāts: 256 pages
  • Sērija : Series On Machine Consciousness 2
  • Izdošanas datums: 06-Nov-2012
  • Izdevniecība: World Scientific Publishing Co Pte Ltd
  • ISBN-13: 9789814407168
Robots are becoming more human, but could they also become sentient and have human-like consciousness? What is consciousness, exactly? It is a fact that our thoughts and consciousness are based on the neural activity of the brain. It is also a fact that we do not perceive our brain activity as it really is — patterns of neural firings. Instead, we perceive our sensations and thoughts apparently as they are. What kind of condition would transform the neural activity into this kind of internal appearance? This is the basic problem of consciousness.The author proposes an explanation that also provides preconditions for true conscious cognition — the requirement of a direct perceptive system with inherent sub-symbolic and symbolic information processing. Associative neural information processing with distributed signal representations is introduced as a method that satisfies these requirements.Conscious robot cognition also calls for information integration and sensorimotor integration. This requirement is satisfied by the Haikonen Cognitive Architecture (HCA).This book demystifies both the enigmatic philosophical issues of consciousness and the practical engineering issues of conscious robots by presenting them in an easy-to-understand manner for the benefit of students, researchers, philosophers and engineers in the field.
Dedication v
Preface vii
Chapter 1 Introduction
1(4)
1.1 Towards Conscious Robots
1(2)
1.2 The Structure of This Book
3(2)
Chapter 2 The Problem of Consciousness
5(10)
2.1 Mind and Consciousness
5(1)
2.2 The Apparent Immateriality of the Mind
6(1)
2.3 Cartesian Dualism
7(3)
2.4 Property Dualism
10(1)
2.5 The Identity Theory
11(1)
2.6 The Real Problem of Consciousness
12(3)
Chapter 3 Consciousness and Subjective Experience
15(10)
3.1 Theories of Consciousness
15(5)
3.2 The Subjective Experience
20(1)
3.3 The Internal Appearance of Neural Activity
21(4)
Chapter 4 Perception and Qualia
25(22)
4.1 Perception and Recognition
25(5)
4.1.1 What is a Percept?
25(2)
4.1.2 Is Perception the Same as Recognition?
27(3)
4.2 Qualia
30(17)
4.2.1 What Are Qualia?
30(3)
4.2.2 The Privacy of Qualia
33(2)
4.2.3 No Qualia, No Percepts
35(1)
4.2.4 Different Qualities of Qualia
35(2)
4.2.5 Amodal Qualia
37(4)
4.2.6 Externalization, the Apparent Location of Percepts
41(6)
Chapter 5 From Perception to Consciousness
47(8)
5.1 No Percepts - No Consciousness
47(1)
5.2 Attention and Consciousness
48(2)
5.3 The Difference Between Conscious and Non-Conscious Perception
50(2)
5.4 Information Integration and Consciousness
52(1)
5.5 What is Consciousness?
53(2)
Chapter 6 Emotions and Consciousness
55(8)
6.1 Emotions and Feelings
55(1)
6.2 The Qualia of Emotions
56(2)
6.3 The System Reactions Theory of Emotions (SRTE)
58(1)
6.4 Emotions and Motivation
59(1)
6.5 Free Will
60(1)
6.6 Decision Making
61(2)
Chapter 7 Inner Speech and Consciousness
63(10)
7.1 Natural Language
63(3)
7.2 Consciousness and Inner Speech
66(1)
7.3 Conscious Perception of Inner Speech
67(6)
Chapter 8 Qualia and Machine Consciousness
73(6)
8.1 Human Consciousness vs. Machine Consciousness
73(1)
8.2 Preconditions for Machine Qualia
74(5)
Chapter 9 Testing Consciousness
79(12)
9.1 Requirements for Consciousness Tests
79(3)
9.2 Tests for Consciousness
82(3)
9.2.1 The Turing Test
82(1)
9.2.2 Picture Understanding Test
83(1)
9.2.3 The Cross-Examination Test
84(1)
9.3 Tests for Self-Consciousness
85(3)
9.3.1 Self-Consciousness
85(1)
9.3.2 The Mirror Test
86(1)
9.3.3 The Name Test
87(1)
9.3.4 The Ownership Test
87(1)
9.3.5 The Cross-Examination Test
88(1)
9.4 Requirements and Tests for Machine Consciousness in Literature
88(3)
9.4.1 Aleksander's Axioms
88(1)
9.4.2 The ConsScale
89(2)
Chapter 10 Artificial Conscious Cognition
91(8)
10.1 Which Model for Artificial Cognition?
91(2)
10.2 Sub-symbolic vs. Symbolic Information Processing
93(3)
10.3 What Is a Cognitive Architecture?
96(3)
Chapter 11 Associative Information Processing
99(8)
11.1 What Is Associative Information Processing?
99(1)
11.2 Basic Associative Processes
100(4)
11.2.1 Pavlovian Conditioning
100(2)
11.2.2 Hebbian Learning
102(1)
11.2.3 Autoassociation and Heteroassociation
103(1)
11.3 The Representation of Information
104(1)
11.4 Distributed Signal Representations
105(2)
Chapter 12 Neural Realization of Associative Processing
107(18)
12.1 Spiking Neurons or Block Signal Neurons?
107(2)
12.2 Associative Neurons and Synapses
109(5)
12.3 Correlative Learning
114(3)
12.4 The Associative Neuron as a Logic Element
117(2)
12.5 Associative Neuron Groups
119(6)
12.5.1 The Operation of an Associative Neuron Group
119(2)
12.5.2 The Association of Vectors with Vectors
121(1)
12.5.3 Autoassociative Memory
122(1)
12.5.4 Temporal Sequences
122(3)
Chapter 13 Designing a Cognitive Perception System
125(14)
13.1 Requirements for Cognitive Perception
125(3)
13.2 The Perception/Response Feedback Loop
128(11)
13.2.1 The Basic Principle
128(1)
13.2.2 The Realization of Priming
129(1)
13.2.3 Match, Mismatch and Novelty Detection
130(2)
13.2.4 Sensory Attention in the Perception/Response Feedback Loop
132(1)
13.2.5 The Realization of Visual Searching
133(1)
13.2.6 Predictive Perception
134(1)
13.2.7 Conscious Introspection of Imaginations
135(4)
Chapter 14 Examples of Perception/Response Feedback Loops
139(12)
14.1 The Auditory Perception/Response Feedback Loop
139(5)
14.1.1 The Purpose
139(1)
14.1.2 Auditory Pre-Processes
139(3)
14.1.3 The Outline
142(2)
14.2 The Visual Perception/Response Feedback Loop
144(4)
14.2.1 The Purpose
144(1)
14.2.2 Visual Pre-Processes
145(1)
14.2.3 The Outline
146(2)
14.3 The Touch Perception/Response Feedback Loop
148(3)
Chapter 15 The Transition to Symbolic Processing
151(4)
15.1 From Distributed Signals to Symbols
151(1)
15.2 Requirements for a Natural Language
151(2)
15.3 Association of Meaning
153(2)
Chapter 16 Information Integration with Multiple Modules
155(8)
16.1 Cooperation and Interaction of Multiple Modules
155(2)
16.2 Sensorimotor Integration
157(1)
16.3 Feedback Control Loops
158(2)
16.4 Hierarchical Control Loops
160(3)
Chapter 17 Emotional Significance of Percepts
163(4)
17.1 The Significance of Percepts
163(1)
17.2 Emotional Evaluation of Percepts
164(3)
Chapter 18 The Outline of the Haikonen Cognitive Architecture (HCA)
167(8)
18.1 General Overview
167(2)
18.2 The Block Diagram of HCA
169(3)
18.3 Control, Motivation and Drivers
172(1)
18.4 Information Integration, Coalitions and Consciousness
172(3)
Chapter 19 Mind Reading Applications
175(10)
19.1 Mind Reading Possible?
175(1)
19.2 The principle of the Imaging of Inner Imagery
176(3)
19.3 The Perception/Response Feedback Loop in the Imaging of Inner Imagery
179(3)
19.4 Inner Speech and Unvoiced Speech
182(1)
19.5 Silent Speech Detection with the Perception/Response Loop
182(3)
Chapter 20 The Comparison of Some Cognitive Architectures
185(18)
20.1 Introduction
185(1)
20.2 Baars Global Workspace Architecture
186(5)
20.2.1 Baars Concept of Consciousness
186(1)
20.2.2 Baars Model
187(3)
20.2.3 What Is Explained by the Baars Model
190(1)
20.2.4 What Is Not Explained by the Baars Model
190(1)
20.3 Shanahan Global Workspace Architecture
191(5)
20.3.1 Shanahan Concept of Consciousness
191(1)
20.3.2 Shanahan Model
192(2)
20.3.3 What Is Explained by the Shanahan Model
194(1)
20.3.4 What Is Not Explained by the Shanahan Model
195(1)
20.4 Haikonen Cognitive Architecture
196(4)
20.4.1 Haikonen Concept of Consciousness
196(1)
20.4.2 Haikonen Model
197(1)
20.4.3 What Is Explained by the Haikonen Model
198(2)
20.5 Baars, Shanahan and Haikonen Architectures Compared
200(3)
Chapter 21 Example: An Experimental Robot with the HCA
203(22)
21.1 Purpose and Design Principles
203(1)
21.2 Architecture
204(2)
21.3 The Auditory Module
206(2)
21.3.1 The Auditory Perception/Response Feedback Loop
206(1)
21.3.2 Speech Recognition
207(1)
21.3.3 Speech Production
207(1)
21.4 The Visual Module
208(4)
21.4.1 Visual Perception/Response Feedback Loops
208(2)
21.4.2 Object Recognition
210(1)
21.4.3 Direction Detection
210(2)
21.4.4 The Selection and Searching of a Target
212(1)
21.5 The Emotional Module
212(3)
21.5.1 Pain and Pleasure
212(1)
21.5.2 Non-Events
213(1)
21.5.3 Emotional Significance
213(1)
21.5.4 Self-Concept
214(1)
21.6 The Gripper Module
215(2)
21.7 The Wheel Drive Module
217(1)
21.8 Self-Talk
218(2)
21.9 Cross-Associative Information Integration
220(1)
21.9.1 The Verbal-Corporal Teaching Experiment
220(1)
21.10 Consciousness in the XCR-1
221(4)
Chapter 22 Concluding Notes
225(4)
22.1 Consciousness Explained
225(1)
22.2 The Conclusion
225(4)
Bibliography 229(6)
Index 235