Brain Research Group >> Research >> Change-point analysis.. ... Application of the change-point analysis to the investigation of the brain's electrical activity. ... This chapter is devoted to one of the most interesting applications of non-parametric statistical diagnosis, namely, to the analysis of the human brain's electrical activity (the electroencephalogram, or EEG). ... 7.3 Non-stationarities in EEG. ... 7.4.5 The approach to the analysis of change-point synchronization in multi-channel EEG . ...