Subsampling, aligning, and averaging to find circular coordinates in recurrent time series

Andrew J. Blumberg, Mathieu Carrière, Jun Hou Fung +1

We introduce a new algorithm for finding robust circular coordinates on data that is expected to exhibit recurrence, such as that which appears in neuronal recordings of C. elegans…