Using Exploratory Analysis Modeling to Study the Correlation between EEG Signal and Respiratory Rhythm

Abstract

In order to verify whether there is a correlation between human behavior and EEG signal, proposes a method based on exploratory analysis to study the relationship between human behavior and EEG. Through the acquisition of mice EEG and respiratory signal under sleep state, using exploratory analysis modeling to construct a transmission system of the linear time invariant multi-resolution model, then aggregate and disaggregate the respiratory signal. Through the analysis of EEG signals in time domain and frequency domain, experiments show that the EEG signal can control respiration and respiratory signal can also affect EEG rhythms, EEG rhythm and respiratory signals is relevant.