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The effect of τ and time window length parameters on the error rates in the sequence classification task in the case of exponential features. The window length for time binning in (A) is 5 ms and the value of τ used in (B) is 5.5 ms. Although using the optimal values gives lower error rates, using a larger time window length than the optimal value of 5 ms would help in having shorter sequences to process.
