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Phase-Amplitude Coupling between Neuronal Wideband Low-Frequency Oscillations and Broadband Gamma Activity

Authors :
Xiangyang Zhu
Peter Brunner
Tao Xie
Zehan Wu
Liang Chen
Xinjun Sheng
Source :
NER
Publication Year :
2021
Publisher :
IEEE, 2021.

Abstract

Phase-amplitude coupling (PAC) between the phase of low-frequency oscillations and the power of high-frequency activity plays a functional role in neuronal computation and information transfer. Traditional Hilbert transform-based PAC methods assume that neuronal activity is narrowband, sinusoidal, and sustained. However, natural neuronal signals often violate these three assumptions, creating a potential confound for the interpretation of PAC results. In this study, we present a new method, called Tau-Modulation, that does not require these assumptions to be met. We use this method to identify task-relevant neuronal networks in human electrocorticographic signals. Our results show that Tau-Modulation can identify these networks and characterize the strength and frequency of wideband low-frequency coupling with broadband gamma activity. Thus, Tau-Modulation might provide for a robust approach to analyzing neuronal signals and pave the way for new insights on brain functions.

Details

Database :
OpenAIRE
Journal :
2021 10th International IEEE/EMBS Conference on Neural Engineering (NER)
Accession number :
edsair.doi...........35f44c8bab0873f0db01aba309bd2e06
Full Text :
https://doi.org/10.1109/ner49283.2021.9441250