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Supplementary Figure 1. Deep-learning models excel at modeling the temporal dynamics of locomotion from EEG. Three 20-second speed traces extracted from separate sessions corresponding to the 95th (Trace 1), 50th (Trace 2), and 5th (Trace 3) percentile of decoding performance based on the RNN results. Each panel compares decoded (red) and actual (black) locomotion speeds using one of five decoders trained for model comparison. Pearson correlation (r) and coefficient of determination (R²) of the traces are annotated in the bottom right of each subplot.
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