Brain–Computer Interfaces - Index of

390 Index
65, 157, 163, 217, 221–237, 241–242, 244,
250, 253–254, 256, 259–260, 269, 281,
285–289, 313
Electroencephalogram, electroencephalography
(EEG), 3, 6–9, 11–12, 14, 17,
21–22, 30–37, 39–40, 47–49, 51–57,
65–70, 72–74, 79, 81–83, 85–87, 89–92,
97–102, 106–108, 113–118, 125–126,
128–131, 137–152, 155–159, 163–164,
167, 174, 177, 180, 182, 194, 196,
217, 222–224, 226, 230, 233–237, 241,
244, 249, 259, 267, 269–271, 281–286,
288–290, 292–297, 299, 305–306,
309–310, 312–315, 317, 325–326, 332,
337, 339, 345–346, 351, 358–360, 362,
364, 367–368, 371–372, 375, 379, 381
Electromyogram, electromyography (EMG), 6,
37, 85, 115, 138, 158, 174, 223, 225, 231,
247, 288–289, 307, 309, 364, 370
Electrooculogram (EOG), 6, 85, 105, 138, 223,
225, 289, 307, 309
Event-related desynchronization (ERD), 11,
36, 47, 79, 81, 116, 141, 177, 231, 246,
249, 294, 306
Event-related potential (ERP), 32–35, 48, 97,
103, 115, 138, 156, 189, 229
Event-related synchronization (ERS), 11, 36,
47, 81, 116, 177, 231, 306
Evoked activity, 32–33, 38, 48, 138, 230
Evoked potential (EP), 10, 32–33, 38, 48, 106,
115, 137–138, 155, 160, 230, 259–261,
270, 282, 285–286, 288, 306
F
False positive, 85, 89, 92, 126, 146, 179,
232–233, 324–325
Fatigue, 129, 172, 176, 190, 192, 197, 227,
332, 350, 359, 363, 378–379, 381
Feature extraction, 13–14, 48, 85–87, 106,
114, 145, 149, 282, 290, 292, 295, 306,
313–317, 331–333, 339, 352
Feature selection, 36, 74, 87, 241, 247–250,
305, 316–317, 322, 339
Firing rate, 14, 34, 39, 208, 210–211, 216–218
Fourier transform, 141, 250, 264, 314
Frequency domain, 32, 37–38, 85, 108, 139,
229, 307, 345
Functional electrical stimulation (FES), 17,
181
Functional magnetic resonance imaging
(fMRI), 7, 30, 53, 82, 163, 166
Functional near infrared (fNIR), 30–31, 359
G
Gamma activity, 11, 37
H
Human-computer interface (HCI), 5, 359, 373
Hybrid BCI, 21, 92, 360, 365–366, 369–371
I
Independent component analysis (ICA), 86,
116, 295, 307–312, 339
Induced activity, 55, 82, 84
Information transfer rate (ITR), 15–16,
71, 120–122, 125–126, 131, 142–143,
146, 150, 189, 212, 297, 323, 358–359,
364–365, 367, 370
International 10–20 system, 7–8
Intracortical electrodes, 8, 31, 38, 101, 216,
218
Intracortical recording, 8–9, 14, 22, 37, 207,
213
K
Kalman filter, 337–341, 343–344, 348–349,
352
L
Laplacian derivation, 85–87, 295
Linear discriminant analysis (LDA), 74, 86–88,
91, 103–104, 106–108, 117–119, 130, 149,
174–175, 177–180, 282, 294, 296–297,
336, 341–344, 346, 348–350, 352
Local field potential (LFP), 31, 37–39, 157,
217–218, 235, 237, 241
Locked-in state (LIS), 22, 79, 158–159, 167,
187–191, 198
Long-term potentiation (LTP), 68
M
Machine learning, 13–14, 56, 65, 68, 80,
97–98, 113–132, 141, 245, 249, 305–327,
332–333, 366
Magnetic resonance imaging (MRI), 7, 30, 53,
82–83, 163, 166, 245
Magnetoencephalogram, magentoencephalography
(MEG), 7, 54–55, 58, 92, 148,
160–163, 259, 313, 359, 362, 374
Mahalanobis distance, 341–342
Microelectrode array, 37, 205, 216, 218
Monopolar recording, 287–288
Motor activity, 67, 160, 253, 312, 361
Motor cortex, 38–39, 50, 52, 54–55, 58–59,
67, 84, 123, 141, 148, 150, 157, 160, 163,
210, 216, 230, 236, 254, 306