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Table 1 Comparing the Performance of Different Artefact Handling Methods

From: Automatic artefact removal in a self-paced hybrid brain- computer interface system

Method (TPR:%, TNFPR:FPs/min)
  T dwell = 0.00 T dwell = 0.25 T dwell = 0.50 T dwell = 0.75 Tdwell= 1.00
Ignore (11.1, 2.0) (11.7, 2.0) (24.3, 2.0) (48.0, 2.0) (62.8, 2.0)
Reject (24.6, 1.5) (26.3, 1.4) (28.1, 1.4) (30.7, 1.3) (28.7, 1.1)
SOBI (28.5, 2.0) (33.9, 2.0) (42.3, 2.0) (54.5, 2.0) (66.4, 2.0)
ERICA (17.1, 2.0) (20.1, 2.0) (31.3, 2.0) (45.4, 2.0) (60.4, 2.0)
AMUSE (27.4, 2.0) (30.5, 2.0) (37.0, 2.0) (56.4, 2.0) (72.6, 2.0)
SWT-SURE (16.2, 2.0) (19.7, 2.0) (27.7, 2.0) (38.0, 2.0) (54.2, 2.0)
ASWTD_Hard (36.4, 2.0) (34.3, 2.0) (43.1, 2.0) (53.0, 2.0) (69.7, 2.0)
ASWTD_Soft (44.0, 2.0) (46.5, 2.0) (51.1, 2.0) (62.3, 2.0) (70.3, 2.0)
ASWTD_Garrote (44.7, 2.0) (48.8, 2.0) (51.7, 2.0) (60.8, 2.0) (73.1, 2.0)
ASWTD_SBSS (36.7, 2.0) (37.7, 2.0) (48.0, 2.0) (56.4, 2.0) (71.8, 2.0)
  1. Comparing the performance of the hybrid BCI system with the different artefact handling methods and dwell times.