Page 322 - Artificial Intelligence in the Age of Neural Networks and Brain Computing

Index 315

Cloud-based services, 308e309 mimicking human performance and
Cluster-based correlation analysis, 270e272 intelligence, 207f
Clustering, 270e272 multistability in physics and biology,
Clustering algorithms 211e215
comparison between clustering algorithms, 21 pragmatic implementation of complementarity
density-based spatial clustering, 21 for new AI, 215e216
EM algorithm, 21 “Conceptual evolution”, 34
K-means clustering, 20e21 CoNN. See Convolutional neural networks
CMA-ES, 295 (CNN)
CML. See Coupled map lattices (CML) Connectionism, 83
CNN. See Cellular neural networks (CNN); Conscious experiences, 46e47
Convolutional neural networks (CNN) Conscious states, 46
Coevolution DeepNEAT (CoDeepNEAT), Consciousness, 286
297e299, 298f Consciousness, Learning, Expectation, Attention,
to LSTMs, 300e301 Resonance, and Synchrony processes
Cognitive/cognition (CLEARS processes), 39
cognitive-emotional dynamics, 39e40 Consciousness, resonance trigger, 47
cognitive-emotional resonances, 46e47 Contiki limited-resource device, 247
metastability in, 210e211 Continuous Wavelet Transform (CWT), 235
process, 105 Control Power Transfer Module, 248e249
processing regions, 43 Convolutional network, 303
science, 87 Convolutional neural networks (CNN), 63e67,
Complementarity, 214e215 165, 170e172, 171f, 224e226, 293.
Complementary computing, 35 See also Artificial neural network (ANN);
Complementary neuroimaging modalities, Spiking neural network (SNN)
274e275 Cooperative coevolution of modules and
Complementary spatial/motor processes, 40 blueprints, 297e298
Compositional pattern-producing network Cortical inhibition, 104
(CPPN), 296 Cortical streams, 36e37
Computational Cognitive Neuroscience Coupled map lattices (CML), 213e214
(CCN), 197e198 Coupling, 213e214
Computational intelligence (CI), 248 CPG. See Central pattern generators (CPG)
algorithms, 139e140 CPPN. See Compositional pattern-producing
cybersecurity, 257e261 network (CPPN)
energy harvesting and management, 247e250 CPS. See Cyber-physical systems (CPS)
learning in nonstationary environments, Creutzfeldt-Jacob Disease (CJD), 228
250e254 Critical feature patterns, 37
measuring AUC performance, 151t Cross-validation, 148e149
model-free fault diagnosis systems, 254e256 CWT. See Continuous Wavelet Transform (CWT)
probability densities, 150f Cyber threats to power grid, 185e186
system architecture, 247 Cyber-physical applications, 254
Computational neuroscience separation from Cyber-physical systems (CPS), 245e246,
neural network theory, 196e198 248e249
Computational theory of mind, 83e84 Cyber-physical technologies, 253e254
Computer simulation, 15 Cyberattacks
Computers vs. brains. See also Brain-mind-com- to CPSs, 257
puter trichotomy using IoT devices, 257
AI approaches, 208e210 Cybersecurity, 257e261
bistability in visual perception, 210f CPS and IoT protecting from cyberattacks,
complementary approaches, 209f 257e258
metastability in cognition and brain dynamics, darknet analysis to capturing malicious
210e211 cyberattack behaviors, 258e261