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This was because the statistical model of the data, Eq (8), involved covariance matrices of the active and paused velocity profiles, Σp and Σa (note that velocity profiles are not temporally translationally invariant due to the presence of the stimulus, thus the full covariance matrix is needed, and not a simpler correlation function).
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