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314 Index

AUC. See Area under curve (AUC) Brain Neural Networks (BNN), 71e72
Augmented memory, 108 Brain-inspired artificial intelligence, 215e216
Autoencoder (AE), 170e172, 224, 276 Aristotle’s logic to artificial neural networks and
Automation computer scientists (ACS), 55e56 hybrid systems, 112e117
Automation technology (AT), 54 brain-like AI systems, 125e129
Autonomous adaptive intelligence, 34 DL and deep knowledge representation,
intelligent agents, 48e49 127e129
Autonomous Vehicle (AV), 56e57 NeuCube, 125e127
Axons, 285 ECOS, 117e121
SNN as brain-inspired ANN, 121e124
B Brain-mind. See also Unified mind-brain theory
Back propagation algorithm, 74, 194, 196 directions in, 178e184
Backprop algorithm. See Back propagation cultural revolution in hard neuroscience,
algorithm 179e181
Basal gangliaemediated control, 99 from mouse brain to human mind, 182e184
BCI. See Brain computer interface (BCI) problem, 80e81
BDA. See Big data analysis (BDA) Brain-mind-computer trichotomy, 80f. See also
Behavioral manifestations of metastability, 210 Unified mind-brain theory
Big data, 206e207 algorithms of neural/mental hermeneutics, 88e89
Big data analysis (BDA), 62, 67 dichotomies, 79e84
Binary data, 8 hermeneutics, 84e86
Binding process, 96 schizophrenia, 87, 88f
Bioinformatics, 265e266 Breast cancer screening, 154
multiview learning
drug repositioning, 272e273, 273f C
patient subtyping, 269e272 Canonical laminar design models, 44
Biological neural networks (BNN), 60, 62, 66e67 cARTWORD model of conscious speech percep-
Biological systems, 88e89 tion, 44
“Biologically correct” sigmoidal neuron, boot- Causality, 60, 69
strap learning with, 13e20 CCN. See Computational Cognitive Neuroscience
Bipole grouping properties, 43 (CCN)
“Black boxes”, 115 “Cells that fire together can wire together”, 43e44
Blind, image captioning for, 302e305 Cellular Encoding, 295
Blueprint chromosome, 297e298 Cellular neural networks (CNN), 165
BNN. See Biological neural networks (BNN); Central pattern generators (CPG), 103e104
Brain Neural Networks (BNN) Chain rule, 74
Bootstrap learning, 5e6, 7f, 156 Change-detection trigger, 252
adaline with, 6f Chimera effect, 214
with more “biologically correct” sigmoidal “Chinese room argument”, 282e283
neuron, 13e20 Chromosome, 297
training network of Hebbian-LMS neurons, CI. See Computational intelligence (CI)
17e20 CIFAR-10 benchmark, evolving DNNs in,
with sigmoidal neuron, 10e12, 11f 298e300, 299t, 300f
error of, 12f Cinematic processing, 180
Brain, 195 Circular worms, 98
Albert Einstein’s, 73e74 CJD. See Creutzfeldt-Jacob Disease (CJD)
clockwork, 215 CLEARS processes. See Consciousness,
components, 206 Learning, Expectation, Attention, Reso-
metastability in brain dynamics, 210e211 nance, and Synchrony processes
resonances, 46e47 (CLEARS processes)
Brain computer interface (BCI), 220, 226, Clinical therapies in society, 48e49
232e233, 236 Cloud Big Databases, 65e66