Table 1 Detection time, classification accuracy and ITR of EEG-EOG-based multimodal interface
From: Combining biosignals with RFID to develop a multimodal-shared control interface
User | Detection time per class (s) | No. of classes (2EOG + 3EEG) | Classification accuracy (%) | ITR (Bits/min) |
|---|---|---|---|---|
S1 | 2.05 | 5 | 97.5 | 61.56 |
S2 | 2.15 | 5 | 95.0 | 54.01 |
S3 | 2.05 | 5 | 95.0 | 56.65 |
S4 | 2 | 5 | 92.5 | 53.63 |
S5 | 2.05 | 5 | 99.5 | 66.34 |
S6 | 2.15 | 5 | 98.75 | 61.39 |
S7 | 2.1 | 5 | 96.5 | 58.09 |
S8 | 2.1 | 5 | 99.375 | 64.42 |
S9 | 2 | 5 | 99.5 | 68.0 |
Mean | 97.07 | 60.45 | ||
STD | 2.49 | 5.21 | ||