Research Article
EEG Eye State Identification Using Incremental Attribute Learning with Time-Series Classification
Table 1
Overview of sensor values.
| ā | Eye state | Eye-closed | Eye-open | ā | Sensor | Min. | Mean | Max. | Std. | Min. | Mean | Max. | Std. |
| 1 | AF3 | 4198 | 4305 | 4445 | 33.46 | 1030 | 4297 | 4504 | 54.27 | 2 | F7 | 3905 | 4005 | 4138 | 27.54 | 3924 | 4013 | 7804 | 52.37 | 3 | F3 | 4212 | 4265 | 4367 | 20.13 | 4197 | 4263 | 5762 | 27.66 | 4 | FC5 | 4058 | 4121 | 4214 | 21.31 | 2453 | 4123 | 4250 | 27.58 | 5 | T7 | 4309 | 4341 | 4435 | 18.08 | 2089 | 4341 | 4463 | 29.54 | 6 | P7 | 4574 | 4618 | 4708 | 17.44 | 2768 | 4620 | 4756 | 28.06 | 7 | O1 | 4026 | 4073 | 4167 | 24.14 | 3581 | 4071 | 4178 | 18.60 | 8 | O2 | 4567 | 4616 | 4695 | 18.44 | 4567 | 4615 | 7264 | 34.38 | 9 | P8 | 4147 | 4202 | 4287 | 18.55 | 4152 | 4200 | 4586 | 17.69 | 10 | T8 | 4174 | 4233 | 4323 | 19.36 | 4152 | 4229 | 6674 | 33.48 | 11 | FC6 | 4130 | 4204 | 4319 | 23.71 | 4100 | 4200 | 5170 | 27.08 | 12 | F4 | 4225 | 4281 | 4368 | 18.57 | 4201 | 4277 | 7002 | 36.62 | 13 | F8 | 4510 | 4610 | 4811 | 32.79 | 86 | 4601 | 4833 | 59.88 | 14 | AF4 | 4246 | 4367 | 4552 | 34.82 | 1366 | 4356 | 4573 | 52.28 |
|
|