Table 2. Features used in decoding analyses of native language groups.
Analysis | Feature Vector | Description |
Single-Trial | 64×540 | Concatenated single-trial ERPs for standard and deviant |
trials in all three measurement conditions | ||
Single-Trial (Combined) | 64×540 | Combined single-trial predictions (70) per participant |
Grand-Average A | 64×540 | Concatenated individual grand-average ERPs for standard |
and deviant trials in all three measurement conditions | ||
Grand-Average B | 64×180 | Concatenated individual grand-average ERPs for 63 ms |
VOT deviant and 41 ms VOT deviant | ||
Behavioral | 1×7 | Mean individual behavioral responses to the |
stimulus continuum used in the original study |
Feature vectors are described in terms of [channels]×[time points], with the exception of the behavioral analysis, which included mean individual responses to each of the 7 stimuli in the continuum used in the original study by Brandmeyer et al.