Massimiliano Zanin

A continuous ordinal patterns-based paradigm for the analysis and comparison of time series.

We here introduce a method to compare time series, leveraging continuous ordinal patterns, i.e., a variant of the classical order pattern analysis, and inspired by a next-generation reservoir computing architecture. The former ones are used as the non-linear transformation units in the latter, in place of traditional n...