Page 324 - Artificial Intelligence in the Age of Neural Networks and Brain Computing

Index 317

Driverless autonomous vehicles (DAV), 53, Entorhinal cortex, 96e97
56e57, 57f Ephapsis, 95e97
Drug repositioning, 272e273, 273f Episodic memory, 284
Duty cycling, 250 Epistemology, 112
Dynamic eSNN (deSNN), 122, 123f Ergodic Principle, 60
Dynamic evolving neurofuzzy inference system ERP. See Event-related potential (ERP)
(DENFIS), 118 Error correction, 194
Dynamic systems theory, 85e86 eSNN. See Evolving spiking neural networks
(eSNN)
E ESOM. See Evolving self-organized maps
EBES. See Experience Based Expert System (ESOM)
(EBES) eT2FIS. See Evolving type-2 neural fuzzy
EC. See Evolutionary computation (EC) inference system (eT2FIS)
ECM. See Evolving clustering method (ECM) Event-related potential (ERP), 95
“eCog” technology, 180e181 Evolutionary computation (EC), 116e117, 116f
ECoGs. See Electrocorticograms (ECoGs) Evolving clustering method (ECM), 119
ECOS. See Evolving connectionist systems Evolving connectionist systems (ECOS), 113,
(ECOS) 115, 117, 118f
EEG. See Electroencephalography (EEG) principles, 117e118
EFRI. See Emerging Frontiers Research and realizations and AI applications, 118e121
Innovation (EFRI) Evolving fuzzy neural network (EFuNN), 118
EFuNN. See Evolving fuzzy neural network Evolving self-organized maps (ESOM), 119
(EFuNN) Evolving spiking neural networks (eSNN), 113,
Einstein’s theory of relativity, 2e3 121e124, 122fe123f
EIQ. See Emotional Intelligence Quotient (EIQ) Evolving type-2 neural fuzzy inference system
Electrocorticograms (ECoGs), 211 (eT2FIS), 120
Electroencephalography (EEG), 226e228 Excitatory matching, 37
electrode placement, 227 Expectation-Maximization algorithm
multivariate data, 220 (EM algorithm), 21
proposed method for EEG classification, 235 Experience Based Expert System (EBES), 59, 62,
signals, 227e228 65e69
waveforms, 226e227 MFE gradient descent, 70e74
Electromagnetic pulses (EMP), 186 Third Gen AI, 56e70
threats to power grid, 185e186 Explainable AI (XAI), 66, 69
Electrophysiological time-series, 226e232 Explicit memory, 284
EEG, 226e228 Extracellular potential field, 93e94
HD-EEG, 228e232
MEG, 232 F
multichannel neurophysiological False alarm rate (FAR), 65
measurements, 226 False negative fraction (FNF), 150
EM algorithm. See Expectation-Maximization False positive fraction (FPF), 150
algorithm (EM algorithm) False positive rate (FPR), 65
Embodied cognition, 97e105 FAR. See False alarm rate (FAR)
Embodied cognitive science, 83e84 Fault diagnosis systems (FDSs), 254
EMD. See Empirical Mode Decomposition Fault localization, 255
(EMD) FDSs. See Fault diagnosis systems (FDSs)
Emerging Frontiers Research and Innovation Feature-category resonances, 46e47
(EFRI), 167 “Fire together wire together”, 2e3, 25
Emotional Intelligence Quotient (EIQ), 54 Flash lag effect, 285e286
EMP. See Electromagnetic pulses (EMP) FMF. See Fuzzy Membership Function (FMF)
Empirical Mode Decomposition (EMD), 235 FNF. See False negative fraction (FNF)
Energy harvesting and management, 247e250 Folded feedback, 41