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Synchrony, oscillations, and phase relationships in collective neuronal activity: A highly comparative overview of methods

Fig 10

Discriminating wake vs. NREM sleep from spike train measure pairs.

A: Cumulative probability density functions of median decoding accuracy for each MSTM pair kind of the extended set of MSTMs. The range of shown corresponds to significant decoding accuracy at , uncorrected; vertical gray dotted lines indicate more stringent decoding thresholds. The inset shows the range corresponding to the most discriminating pairs. B: As in (A), for decoding synergies . C: Decoding synergies are plotted against accuracies for each MSTM pair in the extended set. Pairs in the top 1% of the most synergistic pairs are highlighted in red. D: Wordcloud plots of the MSTMs included in the top 1% most discriminative (top) and synergistic (bottom) pairs. Numbers displayed at the end of timescale-dependent measures indicate the timescale in milliseconds. For FOOOF spectral measures, 1p (2p) refers to the single-peak (dual-peak) model; in the dual-peak model, the number at the end of the parameter name indicates the corresponding peak.

doi: https://doi.org/10.1371/journal.pcbi.1013597.g010