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Index
1KCompeter, 164 3-D, 79, 80 About the Name, 10 Absolute numeric value, 67 Abstraction, 18, 19 Accidental Destiny, 74 Acquisition Time, 99, 100, 111, 124 Actual speciation, 75 Actuators, 239-241 Adams, Edie, 167 Adaptive, 106-108, 151, 152 Adaptive behavior, 135, 212 Adaptive Feedback, 154, 132, 133 Adaptive inputs, 135, 215 Adaptive Properties, 212 Adaptive systems, 125 Adrenaline, 123 Aesthetic adaptation, 78 Affect and Be Affected, 107 Afferent, 133, 146, 152-155, 157 Afferent rate, 162 Affinity, 78 Air muscles, 242 Air valves, 242 Albus, James S., 20 ALU, 249 Amacrine, 101 Marcellinus, Ammianus, 3 Analog to Digital, 208 Analog, 91 ANSI C, 300 API, 254 Arithmetic Logic Unit, 249 Artificial Intelligence, 35 Artificial Life, 36 Artificial muscles, 241 Associative Learning, 110 Atomic Orbital, 100 Attraction, Attractions, 133, 217 Attraction to influence, 108 Attractive-perception, 79 Autistic, 23, 95 Autonomous systems, 256 Aversion, 133, 78 Axiomatic, 53 Axon, 210, 211, 213, 214, 218, 219 Axon Level, 216, 217 Back-propagation, 19, 128, 142-144, 148, 150 Bacon, Francis, 85 Basic Netlab Neuron, 214 Battery technology, 246, 247 Beautiful affirmation, 38 Behavior summing, 76 Behavioral studies, 253 Bell curve, 82 Bible, 29 Billiards, 86 Biological brains, 63 Biological counterparts, 68 Biological neural networks, 146 Biological neurons, 51, 210-213, 217 Biological synapse, 212 Black box, 84, 155 Blackbody experiments, 89 Blood-born, 217 Bloodstream, 164, 211, 212, 228 Blunt/Blunt responses, 5, 124, 125 Bohr, Niels, 39, 64 Boole-head, 295 Boole, George, 26, 34, 35, 64 Boolean algebra, 26 Brahmagupta, 67 Brain-injury, 123 Brain, 211 Bravely explore, 74 Breadboarding system, 7 Bundle, 213, 214 Business vernacular, 4 C, 300 C-rating, 252 C2C, 250 C89, 300 C95, 300 C99, 300 Capacitor, 91 Carbohydrates, 244 Catch-22, 142 Causal chain of events, 88 Causality, Sans Sequence?, 322 Cavendish, Henry, 62 Cell-body, 211 Cell-death, 51 Chain reaction, 87 Chalmers, David, 23, 34 Chan, Jackie, 20 Chemicals, 163, 214, 216, 220, 227, 229, 230 Chemical affinity, 233 Chemical cues, 211 Chemical dispersion, 161, 162 Chemical influences, 136, 139, 156, 217, 218, 229 Chemical signaling, 211 Chemical-bound, 246 Chesterton, G. K., 36 Chip design complexity, 297 Chip-to-chip communications, 249, 251 Christ, Jesus, 29, 36 Chunky, 113 Churches, 72 Class-Membership, 50 Classical Conditioning, 22 CLI, 254 CMAC, 21 Coaching, 96 Coarse responses, 5, 125 Coding, 301 Coding issues, 168 Coding-language, 167 Cognitive diversity, 57 Cognitive momentum, 240 Coin toss, 83 Collective adaptive learning, 105 Collective-Adaptive Term Memory, 112 Commissures, 215 Common ancestry, 75 Community, 44, 103 Complexity, 158, 160, 193, 194 Complex feedback, 240-242 Complex Learning Types, 96 Complexity-management features, 170 Component libraries, 304 Components, 209 CompuServe, 15 Computational error, 67 Computer program, 46 Confidence indicator, 98 Confusion indicator, 98 Connect the dots, 3 Connection Weight, 137 Connection-based responses, 124 Connection-strength, 212, 214 Conscious machine, 34 Consciousness, 23, 33-36, 42 Consequences, 102 Conservation, 252 Constitution, 61 Constructivist, 123 Container, 91 Context and temporality, 63 Contextual cues, 97 Contextual type, 67 Control and be controlled, 106, 107 Controlled consequences, 96 Conventions, 148 Convergence Awareness, 98 Convergence, 100 Corpus callosum, 215 Correct, 151 Corroborating context, 96, 97 Cover-art, 153 Creation Imperative, 35 Creativity, 38 Creator, The, 38 Credentialing authorities, 154 Cross-Connected Neurons, 165, 194, 195, 197 Crossword-Puzzle, 100 CRT, 241 Cruel, 103 Culled by predators, 105 Cultural norms, 112 Cultural Term Memory, 112 Cummings, E. E., 237 Current-potential, 67 Daily Memory, 112 Darwin, Charles, 49, 71, 75 Data points, 3 De Morgan, Augustus, 26, 35, 64 Dead-ends, 74 Death, 46, 48, 52 Decay, 51 Delay-effects, 161 Delta rule, 145 Dendrite, 211, 213 Dendritic tree, 211 Design aspects of programming, 302 Design brief, 300 Design Considerations, 11 Design Philosophy (Briefly), 11 Designed, 305 Destination range, 203, 204, 206 Determinism/Deterministic, 81, 84, 85 Deterministic universe, 88 Development approach, 300 Device jig, 165 Device-types, 177 Devices can be parameterized., 164 Devices in Netlab, 164 Dexterity, 239, 242 Digital to Analog, 208 Dimensionality effects, 80 Diaconis, Persi, 83 Dispersion rate, 162 Displacement , 243 Distant organs, 217 Diversity, 46 Divided subjects, 61 Doolittle, Eliza, 35 Drosophila, 76 Dynamic range, 208 EAP, 242 Ecclesiastes, 38 Efferent, 146, 153-155, 157 Efferent rate, 162, 163 Efficiency, 243 Einstein, Albert, 41, 100 Electro-active polymers, 242 Electron cloud, 100 Electron distribution, 100 ELIZA, 35 Emergent behavior, 104 Emergent collective learning, 105 Emergent Learning, 104 Empathy, 102, 103 Energy, 244, 246 Energy Storage Systems, 246 Energy-conservation, 248 Energy-Storage, 50 Entrenched nature, 144 Environment-born, 217 EPR experiment, 41 Erector-set, 7 Error propagation, 115 Error value, 142 Euler, Leonhard, 311 Events in time, 312 Excitatory, 68, 84, 211, 214 Executive summary, 4 Experiment, 72 Experimentally testable, 73 Experimenter, 70, 256 Explains many observations, 253 Explicit signal, 99 Export, 196 Exterior, 153 External algorithm, 156 External environment, 53 External predators, 105 External world, 146-149, 151, 152 Eyes glaze over, 31 Factual fairness, 55, 57 Fairness, 54 Fashion, 77 Fats, 244 Feathers, 70 Feed-forward, 144, 149 Feed-forward only, 115, 128 Feedback, 132, 145-149, 151, 152, 154, 155 Fine-grained responses, 5, 124, 125 Finely detailed contextual responses , 125 First time, 40 Flat screen displays, 241 Floating-point, 248 Flocking behavior, 105 Flying machine, 70 Footnotes, 18 Forget rate, 111, 116, 118-121 Forgetting, 5, 111, 119 Forgiving consequences, 103 Formal logic, 63 Formulaic algorithms, 19, 20 Foundational knowledge, 27 Four-dimensional objects, 238 Fourier, Joseph , 311 Fractal, 312 Free will, 85 Frequency/ Frequency domain, 310, 311, 313 General-purpose processors, 248 Generational boundaries, 112 Glass real-estate, 297 Glial cell, 164, 211, 217 Goals (Briefly), 11 Goals, 237, 238 Goldberg, Reuben Lucius, 147 Good and Bad, 154 Gradient effects, 161 Grand Pool Shark, 88 Grand Trick Shot (GTS), 86-88 Grandin, Temple, 23, 141 Gribbin, John, 28 Grossberg, Stephen, 9 Group-dynamic, 53 Growth-cone, 213 Hacking stage, 303 Hand On Hand, 95 Hard Problem, 34 Head chef, 303 Heat dissipation, 248, 297 Hebb, Donald O., 110, 127 Hebb's postulate, 110 Hebbian Learning, 127 Heisenberg, Werner, 39 Here-and-now, 124 Hidden Layer/Layers, 144, 143 Hidden, 145 Hierarchical, 158 Hilton, Alice Mary, 27 Historical Riptide, 240 History, 14, 25 History of logic, 27 History-traps, 241 Hobbyist, 256 Hoff, Marcian E., 115, 138, 145 Holy spirit, 29 Home-brew clubs, 256 Hopfeld nets, 9 Hormones, 164 Human civilization, 40, 41 Human muscles, 240 Human skeletal muscles, 242 Human-controlled robots, 256 Hydraulics, 239 Hydrocarbons, 245 Hypothetical universe, 86, 87 I/D inputs, 135 Import, 196 In the moment, 123-125, 253 Increase/Decrease, 135 Independently validated, 72 Index Ranges, 199, 200 Indirect feedback, 149 Individuality, 42, 51 Inductive feed, 246 Inductive learning, 95 Infant, 97 Influence, 107, 108, 127-129, 131-133, 136, 138, 225 Influence Learning, 6, 14, 108, 114, 116, 120, 126-129, 131-134, 143, 147, 157, 253 Inhibitory, 68, 84, 211, 214 Input connections, 214 Input device, 169, 208 Input-Influenced, 131-133, 225 Input-type, 172, 184 Input/Output Facilities, 208 Insightful possibilities, 74 Instantiation, 185 Integer, 248 Interior and exterior, 153 Internal Integer Representation, 297 Internal values, 296 Intimacy, 42 Intra-species adaptation, 75 Intrinsic convergence-awareness effects, 99 Inventions, 4 Inversion, 48 Isolation-tank, 102, 238 Jackie Chan rule, 20 Jevons, W. S., 26, 64 Jewish Publication Society, 29 Job well done, 299 John, 36 JPS, 29, 38, 61 Judeo-Christian, 38 Just machines, 39 Kaczmarek, Leonard K., 15, 18 Keholet, 38 Keystone, 71 Killer application, 247 King James Version, 29 KJV, 29 Laboratory discoveries, 3 Language, 141 Latent Connections (LC), 221 Lateral-inhibition, 197, 198 Layers, 142, 143 Learned connection, 119 Learning, 91, 115 Learning (Briefly), 8 Learning algorithm, 113 Learning In Netlab, 113 Learning is behavior, 92, 109 Learning Methods, 134 Learning Modifiers, 136 Learning rate, 118 Learning time-spans, 111, 116 Left hemisphere, 215 Leibniz, Gottfried, 35 Levi-Strauss, Claude, 65 Levitan, Irwin B., 15, 18 Library grade function, 304 Life, 36 Life-biology, 36 Life-consciousness, 36 Line-chef, 304 Local minimum, 98 Locality, 158, 160, 161, 233, 234 Locomotion, 48 Logic, 63-66 Logic & Math, 26 Logic circuits, 26 Long-term, 99, 100, 111, 121-123 Long-term goals, 237 Longer-term present, 118 Low-precision, 240 Lowell, James Russell, 17 LSTM, 125 Luke, 29 MAC level interface, 238 Machine Consciousness (MC), 34, 35, 37, 61, 104, 256 Machine-based individual, 40 Machine hosted beings, 34 Mammal, 36 Mammal hosted beings, 34 Mammalian civilization, 40 Mammalian strains, 41 Manufacturing yield, 297 Mapping Value Ranges, 202 MapRange, 202, 204, 205 Marr, David, 20, 21 Maslow, Abraham, 147 Mathew, 29 Matlab, 10 McCarthy, John, 35 McMansion, 319 Meat, 98, 210 Mechanical disk-drives, 241 Memory, 91 Memory Is Behavior, 108 Mercury, 73 Merriam Webster, 310 Meta-think, 23 Metaphysical tools, 61 Milieu, 53, 238 Military efforts, 255 Mimic, 103 MISHLEI, 61 MIT, 35 Modular system, 11 Modular, 158-161 Molecule, 100 Morning shower, 41 Moss, Randy, 82 Motor neuron, 146 Motors, 239 MultiCompeter, 165 Multiple connection-weights, 124 Multiple processors, 249 Multiple time-span, 124 Multiple weight values, 214 Multiple weights, 116, 136, 122, 217, 253 Muscles, 239, 242, 243 Music, 38 Mutually exclusive, 68 N-rating, 251 Nagel, Thomas, 35 NBvalue, 220, 221, 228, 230 Negative number, 67 Net01, 168, 169 Net02, 186 Net03, 191 Netlab abstraction, 201 Network Interfaces, 250 Network-global, 156 Neural-network Description Language, 158, 167 Neurobiology, 63 Neurohormone, 161 Neurological studies, 151 Neuron Axons, 218 Neuron body processes, 217, 220 Neuron Body Values, 220, 221 Neuron-type, 169, 170, 184 Neuron/Neurons, 155, 209, 210-218 Neurons In Netlab, 209, 213 Neurons.Chemicals, 227 Neurons.Learning, 215, 216 Neurotransmitter, 161 NnDL, 167 No feedback, 148 Nondeclarative memory, 24 Noodle, 9, 141, 167-169, 180-185, 190-194, 197-199, 202, 254, 297, 300 Normalize, 205 Normalized value, 206 Not fatal, 103 Not-sure, 31 Nuclei, 100 Nudge in the right direction, 122, 125 Nutrients, 48 Objects in a box, 92 Observed phenomena, 3 Observer/Observers, 28, 39, 49, 53, 87, 100 Obsolete understanding, 148 Ockham's razor, 70 Off-the-rack mathematical models, 113 Ohm, Georg Simon, 62 Ohm's Law, 62 On-Board Communications, 249 On-Board RAM, 249 One-directional slab diagram, 148 One-way tendency, 149 Onesia, 46, 47, 105 Opposing viewpoints, 72 Orbital, 100 Order-tainted, 82 Origin Of Species, 49 Outliers, 82 Output device, 169 Output Influenced, 129, 131, 132, 225 Output Signal, 211 Output-type, 176, 184 Overlaping ranges, 206 Owens, Terrell, 82 Oxford, 310 P-rating, 252 Paced over, 305 Paint-by-numbers, 158, 170 Parenting, 96 Parrot/Parroting, 54, 94-96, 102, 122 Parroting reflex, 102 Pascal, Blaise, 35 Pass-fail, 94, 96 Patent, 253 Pathfinding, 213, 231 Pavlov, Ivan P., 22, 110 Pavlov's lawn, 110 Peek-type, 184 Peptide, 161 Percentage position, 203 Perception, 78, 79, 105 Performance, 252 Performance Specifications, 251 Perihelion, 73 Peter, 29 Phenomenal consciousness, 23, 35, 63, 78 Philosophers, 34, 37 PHY interface, 238 Pitfalls, 182 Plagiarism, 30, 63 Planck, Max, 39, 89 Planck's constant, 39 Planned ambiguity, 71 Plasticity, 212 Plutarch, 91 Pneumatic cylinders, 243 Pneumatics, 239 Podolsky, Boris, 41 Polar molecule, 100 Positional-precision, 240, 242 Positional-repeatability, 242 Positional-resolution, 242 Positive output, 214 Post Tetanic Potentiation, 112 Post-synaptic, 130, 146, 217 Pottery, 38 Power consumption, 297 Power Saving Features, 248 Power/heat, 249 Pre-synaptic, 127, 146, 217 Prediction, 322 Prediction Based on Temporal Ratios?, 321 Present Memory, 112 Present moment, 119, 124 Prey animals, 105 Probability, 212 Probability-distribution, 100 Process of discovery, 74 Processors, 248 Production code, 305 Programmers, 37 Programming, 300, 301 Proof-of-concept, 14 Proportional-flow valves, 242 Proverbs, 61 PTP, 112 Publication-speak, 20 Punish, 94 Pygmalion, 35 QM-register, 251 Quantum Mechanics (QM), 28, 41, 73, 83, 250 RAM, 164, 249 Random numbers, 81, 83, 85 Random-Number-Source, 250 Random, 211 Randomness, 81-83, 85, 104 Ranges In Netlab, 199 Range Operator, 199 Range mapping, 202, 203 Range of values, 202 Range of force, 243 Range of slow-to-fast, 243 Range of speeds, 243 Ratio relationships, 321 Ratio-temporal features, 319 Ratio-temporal, 311 Raw randomness, 251 Reactive, 106 Reactive behavior, 108, 212 Reactive Phase, 114 Reader's Digest, 36 Real passion, 299 Receptor Pads (RP), 221 Relearning, 123 Repeatability, 240 Representing context?, 325 Reproduction, 46 Repulsions, 217 Response time, 243 Response-connections, 125 REST, 255 Retention Time, 111, 124 Reversible function, 312 Reward, 94 Reward/Punish, 96 Right and wrong, 155 Right hemisphere, 215 Robotics/Robots, 237, 238, 240, 241, 247, 254 Robot arm, 208 Robotic technology, 240 Robotics experimenters, 255 Robotics Interfaces, 250 Roger, 319 Romans, 33, 54, 85 Rosen, Nathan, 41 Rostral Migratory Stream (RMS), 55 Round-trip conversion, 313 Row-boat, 124 Rube Goldberg machine, 147 Runtime environment, 183 Saliva, 58 Scale/Scaling, 204-206, 208 Schematic, 136, 213, 215 Scientific method, 70, 71 Scriptural, 38 Sea level, 67 Second-messenger, 161 Seed corn, 41 Self plagiarism, 63, 152 Sensor, 46 Sensor technology, 239 Sensory stimuli, 146 Sequential dependencies, 115 Sequential Domain, 315 Servo-feedback, 151, 152 Servo-loop, 147, 148, 152 Set in motion, 88 Seven Step Explanation, 43 Short-lived, 124 Short-term, 99, 100, 111, 118, 119, 122-125 Short-term relearning, 119 Shrödinger's Cat, 28 Signal Interface, 238 Signal propagation phase, 130 Signal-dart, 146 Signal-inputs, 211 Signal-intensity, 212 Signaling-mechanisms, 210 Signed numbers, 67, 68 Signed values, 206 Simplicity, 237, 248 Simplicity, cost, 249 Simplicity, package-size, 249 Single-celled organism, 46, 47 Slab diagram, 154 Slabs, 142 Societal speculations, 237 Sokal, Alan, 20 Solar, 245 Solenoid-valves, 243 Solenoids, 239 Solid-state disk-drives, 241 Source range, 203, 204, 206 Spandrel, 256 Sparrows, 104 Spatial locality, 158 Specific responses, 125 Spines, 211 Spoken words, 319 Spooky action at a distance, 41, 73 Squashing function, 69 Standard, 239 Stanford University, 35 Starting of a correct response, 122 State machine, 81 Statistical probabilities, 89 Statistical tools, 81 Stem cell, 55 Stereoscopic, 79 Steroids, 164 Storage container, 91 Strong connection, 212 Structural characteristics, 147 Structurally-limited, 144 Structure-visualization, 153 Subjective nature, 34 Successor, 40 Sum of weighted inputs, 219 Super-type, 185 Supervised learning, 95, 102, 149, 155 Sweet spot, 80 Symbolic meaning, 43, 48 Synapse, 124, 211-215, 217 Synapse-centric, 146 Synapse-space, 214 Synapse-type, 184 Synapse-weights, 116 Tacit Convergence-Awareness Effects, 99 Tactile events, 208 Tail-to-nutrient, 44 Tanakh, 29 Taught harshly, 103 Teacher, 96 Temporal/Temporality, 13, 92, 94, 310 Temporal Domain, 316 Temporal ratio, 321 Temporary assumption, 74 Test-network, 251 The action, 256 The Future, 256 Theory of Relativity, 73 Third-messenger, 161 This Old House, 24 Threats of personal destruction, 72 Three connection weights, 116 Three weights, 119 Three-dimensional, 79, 80 Time domain, 311, 313, 314 Time, 310 Timothy, 64 To-Do List, 237, 253 Toy programs, 304 Trial & Error, 96 Turing test, 35 Turing, Alan M., 23, 35 Turing's kludge, 23 Type-signifier, 67 Ultra-repeatability, 240 Uncertainty principle, 39 Uncontrolled world, 102 Under the hood, 295 Understanding, 62 Unit, 158-160, 162, 163, 169 Unit-type, 177, 184 University of Rochester, 71 Unmanned aerial vehicles, 256 Unpredictability, 83 Unprofitable behaviors, 52 Unscientific, 34 Unsigned values, 206 Unsupervised learning, 102 Us machine based beings, 38 USB, 238 User-defined type, 185 Value Ranges, 199, 201 Vengeance, 38 Version 0.1, 14 Virtual feedback, 148 Visual perception, 22 Von Rilke, Rainer Maria, 30 Wallace, Alfred Russel, 49, 75 War zones, 256 Weak connection, 212 Web-Based, 254 Webster's dictionary, 147 Weight adjustments, 156 Weight layer, 117, 137, 221 Weight value, 109, 113-115, 119, 122, 215, 230, 232 Weight-adjustment calculation, 137 Weight-adjustment factors, 137 Weight-adjustment phase, 115 Weight-Adjustment, 137, 138 Weight-jogging, 84 Weight-to-weight learning, 6, 99, 119-121, 123, 134 Weizenbaum, Joseph, 35 Werbos, Paul J., 19, 128 What if, 31 White-box, 84 Why repeat, 41 Widrow-Hoff, 115, 145 Widrow, Bernard, 115, 138, 145 William of Ockham, 70 Wind, 245 Wish-List, 255 Wolves, 75, 107 Written specification, 239 X86, 299 Y chromosome, 40 Yes, 153
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