Fig. 1.

Decoding approaches in DDTBOX. (a) Example of the windowed analysis approach. DDTBOX performs MVPA on time windows of EEG data (time windows outlined in blue). For each analysis the time window is moved through the trial by a predefined step size. (b) Example of spatial decoding. For each channel EEG data is averaged across timepoints within the analysis time window, resulting in one value per channel used for MVPA. (c) Example of temporal decoding. MVPA is performed using data from each timepoint within the analysis time window, for each channel separately. (d) Example of spatiotemporal decoding. All timepoints at all channels are used in combination for MVPA