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New BCI approaches: Selective Attention to Auditory and Tactile Stimulus Streams
Published on Sep 24, 20075593 Views
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Chapter list
New BCI approaches Selective Attention to Auditory and Tactile Stimulus Streams00:02
Overview pt 101:44
Overview pt 202:37
Overview pt 302:51
Overview pt 403:06
Overview pt 503:30
Why Non-Visual pt 103:37
Why Non-Visual pt 203:38
Why Non-Visual pt 303:58
Why Non-Motor pt 106:12
Why Non-Motor pt 206:55
Why Non-Motor pt 307:06
Why Non-Motor pt 407:17
Auditory and Tactile BCI pt 107:54
Auditory and Tactile BCI pt 208:07
Auditory and Tactile BCI pt 308:13
Auditory and Tactile BCI pt 408:18
Auditory and Tactile BCI pt 508:45
Auditory and Tactile BCI pt 608:59
I - Auditory Stimulation in EEG pt 109:22
I - Auditory Stimulation in EEG pt 209:54
I - Auditory Stimulation in EEG pt 310:07
I - Auditory Stimulation in EEG pt 411:15
I - Auditory Stimulation in EEG pt 511:27
I - Auditory Stimulation in EEG pt 611:36
I - Auditory Stimulation in EEG pt 711:37
Trial Structure12:16
Data Structure12:52
II - Tactile Stimulation in MEG pt 113:27
II - Tactile Stimulation in MEG pt 216:12
Classification pt 116:43
Classification pt 218:14
Classification pt 318:19
Classification pt 418:21
Classification pt 518:24
Classification pt 618:36
Classification pt 718:45
Classification pt 818:47
Classification pt 920:11
Classification pt 1020:46
Classification pt 1121:35
Classification pt 1221:59
Classification pt 1322:05
Bilinear Discriminant Analysis pt 122:14
Bilinear Discriminant Analysis pt 222:56
Bilinear Discriminant Analysis pt 323:14
Bilinear Discriminant Analysis pt 423:40
Bilinear Discriminant Analysis pt 523:55
Bilinear Discriminant Analysis pt 624:22
Bilinear Discriminant Analysis pt 724:56
Bilinear Discriminant Analysis pt 825:10
Bilinear Discriminant Analysis pt 925:30
Bilinear Discriminant Analysis pt 1026:07
Bilinear Discriminant Analysis pt 1126:28
Bilinear Discriminant Analysis pt 1226:37
Bilinear Discriminant Analysis pt 1327:17
Spatial Whitening in ERP Classification pt 127:29
Spatial Whitening in ERP Classification pt 228:27
Spatial Whitening in ERP Classification pt 328:31
Spatial Whitening in ERP Classification pt 428:34
Spatial Whitening in ERP Classification pt 528:37
Spatial Whitening in ERP Classification pt 628:47
Spatial Whitening in ERP Classification pt 728:51
Spatial Whitening in ERP Classification pt 829:18
Spatial Whitening in ERP Classification pt 930:11
Spatial Whitening in ERP Classification pt 1032:02
Spatial Whitening in ERP Classification pt 1132:14
Filters and Patterns pt 132:43
Filters and Patterns pt 233:33
Filters and Patterns pt 334:16
Filters and Patterns pt 434:28
Preconditioning and Regularization pt 134:50
Preconditioning and Regularization pt 234:53
Preconditioning and Regularization pt 335:36
Preconditioning and Prior Knowledge pt 135:59
Preconditioning and Prior Knowledge pt 236:43
Preconditioning and Prior Knowledge pt 337:12
Preconditioning and Prior Knowledge pt 437:56
Preconditioning and Prior Knowledge pt 538:43
Bilinear Discriminant Component Analysis pt 138:46
Bilinear Discriminant Component Analysis pt 239:25
Bilinear Discriminant Component Analysis pt 339:29
Sparsification40:35
Does a Low-Rank Constraint Help pt 141:25
Does a Low-Rank Constraint Help pt 242:09
Example Decomposition (Auditory) pt 142:46
Example Decomposition (Auditory) pt 243:37
Example Decomposition (Auditory) pt 343:50
Example Decomposition (Auditory) pt 443:54
Example Decomposition (Auditory) pt 544:04
Classification Performance (Auditory)44:46
Example Decomposition (Tactile) pt 145:06
Example Decomposition (Tactile) pt 245:36
Example Decomposition (Tactile) pt 346:00
Example Decomposition (Tactile) pt 446:01
Slow Waves Indicating Attention pt 146:03
Slow Waves Indicating Attention pt 246:58
Classification Performance47:13
Bit Rates48:05
Conclusions pt 148:34
Conclusions pt 249:03
Thank You50:26