Table 2.3. Online stCL | Table 2.4. Offline stCL | ||||||||
---|---|---|---|---|---|---|---|---|---|
Adapted ISI classifier transfer | Adapted ISI (e) transfer | ISI-25 (control) no transfer | Adapted ISI (f) transfer | ISI-15 (control) redno transfer | |||||
Training | Test | Training | Test | Training | Test | Training | Test | Training | Test |
ISI-25 (fixed ISI of 25 s) | (e) | (a) | (e) | (c) | (e) | ||||
(a) + (b) merged | (b) | (e) | (d) | (e) | |||||
Mean (e) | (a) | (b) | Mean (e) | (c) | (d) | ||||
ISI-15 (fixed ISI of 15 s) | (f) | (a) | (f) | (c) | (f) | ||||
(c) + (d) merged | (b) | (f) | (d) | (f) | |||||
Mean (f) | (b) | (a) | Mean (f) | (d) | (c) |
ERP, event-related potentials; online stCL, online single-trial classification; offline stCL, offline single-trial classification; and ISI, inter-stimulus interval. Each run contained 30 trials. For online single-trial classification, 60 trials (e.g., runs 1 and 2) were used to train a classifier and 30 trials (e.g., run 5) were used for evaluation. For offline single-trial classification, 30 trials were used for training and testing in both cases (no transfer/classifier transfer).