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

Fig 8

Discriminating wake vs. NREM sleep from individual spike train measures.

A: Univariate decoding accuracies for one recording for each MSTM of the core set of 46 MSTMs. MSTMs are ordered according to decreasing decoding accuracy. Gray dotted lines indicate significance thresholds, with darker shades of gray indicating more stringent significance levels. Corresponding results for each individual recording and for each MSTM of the extended set of 131 MSTMs are shown in S9 Fig. B: Median univariate decoding accuracies across recordings for each MSTM (blue bars) are shown together with single-recording decoding accuracies (colored symbols). MSTMs are ordered according to decreasing median decoding accuracy. C: As in B, but across-recording (with LORO cross-validation) decoding accuracies are shown. Colored symbols show average values for each test recording (with the remaining recordings used for training), blue bars indicate their median values across recordings. D: Violin-scatter plots of selected MSTMs for each recording and class. Gray and black circles indicate median values for wake and NREM respectively, vertical gray lines show the interquartile range.

doi: https://doi.org/10.1371/journal.pcbi.1013597.g008