bioRxivNeurosciencePreprint
CROCOpy - A Python toolbox for the analysis of CRitical Oscillations and COnnectivity
Vladislav O. MyroviD, Felix SiebenhühneriD, Sheng Hua WangiD, Gabriele ArnulfoiD, Joonas J. JuvoneniD, Monica RoascioiD, Gaia BurlandoiD, Alina SuleimanovaiD, Joona Repo, Wenya LiuiD, Satu PalvaiD, Jaakko Matias PalvaiD
Abstract
CROCOpy is a light-weighted toolbox for the assessment of neuronal oscillations, and multiple observables of functional connectivity (phase synchronization, amplitude coupling, and cross-frequency coupling) and critical dynamics (avalanches, long-range temporal correlations, bistability, and functional excitation-inhibition ratio). It was developed to simplify the analysis of continuous electrophysiological recordings and, in addition to metric computation, also includes methods for narrow-band filtering and statistical analysis. It is device-agnostic and supports both GPU and CPU computations. The toolbox also provides detailed tutorials.
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