Figure 7.

Performance of time-invariant classifiers. A, Schematic of time-invariant classification. In this scheme, classifiers receive data from a single window of a given duration, sampled at any time period during the 40 s poststimulus period. B, Bars show performance of the time-invariant classifiers for various window durations. Blue squares denote performance with the time-binned decoding scheme, at the same resolution. Red squares denote the performance achieved with the best sliding window of the same duration. C, Performance for time-invariant and sliding window classifiers as a function of integration window size, shown for more window durations.