Page 325 - Artificial Intelligence in the Age of Neural Networks and Brain Computing

318 Index

FPF. See False positive fraction (FPF) Hermeneutics, 87
FPR. See False positive rate (FPR) HI. See Human intelligence (HI)
Freeman’s neurodynamics, 211 Hierarchical clustering, 270
Fuzzy logic, 113e114, 114f, 250 High-density electroencephalography (HD-EEG),
Fuzzy Membership Function (FMF), 55, 67e70, 72f 228e232
Fuzzy ruleebased systems, 113e114 Higher-order features, 233
Hinton’s Boltzmann Machine, 63
G Hippocampus, 96e97
GAI. See General artificial intelligence (GAI) Homeostasis, 24e25
Game Processing Units (GPUs), 165, 167e168 Homeostasis Thermodynamic Principle, 70
Gene regulatory network (GRN), 125 Homo sapiens,54
General artificial intelligence (GAI), 56e57 Homologous laminar cortical circuits, 40e45
General Hebbian-LMS algorithm, 21e22, 22f Human brains, 206e207
Genetic algorithms, 295 Human cognitive behavior, 112
Gestures, 101e102 Human extinction, risks of, 164
Global coupling, 213e214 Human intelligence (HI), 154, 206e207, 215
Global position system (GPS), 68e69 Human mind, from mouse brain to, 182e184
GoogLeNet, 297 Human survival, IT for, 184e187
GPS. See Global position system (GPS) cyber and EMP threats to power grid,
GPU. See Graphical processing units (GPU) 185e186
GPUs. See Game Processing Units (GPUs) preliminary vision, 187
“Grabbing” reflex betrays, 103 threat from AS, 185
Graphical processing units (GPU), 62, 206e207 threats from underemployment of humans,
GRN. See Gene regulatory network (GRN) 186e187
Grossberg’s early networks, 193 Human vision system, 65
Hybrid ANN-fuzzy ruleebased expert system,
H 115f
Hybrid connectionist systems, 115e116
HC. See Healthy Control (HC)
HCC. See Hepatocellular carcinoma (HCC) Hybrid systems, 112e117
HD-EEG. See High-density electroencephalog- Hypothetical binding process, 98
raphy (HD-EEG)
Health and fitness, 106 I
Healthy Control (HC), 228 IBMDeep Blue supercomputer, 205
Hebb’s learning rule, 73e74 IFM. See Integrate-and-Fire Models (IFM)
Hebbian learning, 1e2 IJCNN. See International Joint Conferences on
Hebbian-LMS algorithm, 2e3, 24e25 Neural Networks (IJCNN)
general, 21e22 Image captioning for blind, 302e305
nature’s, 26e27 building application, 304e305
postulates and, 26 iconic image from online magazine, 305f
trainable neural network incorporating, evolving DNNs for image captioning, 303e304,
27e29 303t
training network of Hebbian-LMS neurons, image captioning results, 305, 308f
17e20 captions generated by evolved model, 307f
Helmholtz Free Energy (H(x o )), 61 evolved network improves over hand-designed
Hepatocellular carcinoma (HCC), 276 baseline, 307t
Hermeneutics, 84e86 most fit architecture found by evolution, 306f
of brain, 85 Implicit memory, 284
brain as hermeneutic device, 85e86 Infinite energy availability, 246e247
broken hermeneutic cycle, 87 Information, meaning vs., 282e284
interpretation, 88e89 Information technology (IT), 164e165, 187f
neural hermeneutics, 86 for human survival, 184e187
second-order cybernetics, 84e85 Inhibitory matching, 40