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A novel robust Student’s t-based Granger causality for EEG based brain network analysis

  • Published:2023-02 Issue: Volume:80 Page:104321
  • ISSN:1746-8094
  • Container-title:Biomedical Signal Processing and Control
  • language:en
  • Short-container-title:Biomedical Signal Processing and Control

Author:

Gao Xiaohui,Huang Weijie,Liu Yize,Zhang Yinuo,Zhang Jiamin,Li Cunbo,Chelangat Bore Joyce,Wang Zhenyu,Si Yajing,Tian Yin,Li Peiyang

Publisher

Elsevier BV

Subject

Health Informatics,Signal Processing,Biomedical Engineering

Reference79 articles.

1. Emotions recognition using EEG signals: A survey;Alarcao;IEEE Trans. Affective Comput.,2017

2. Core-brain-network-based multilayer convolutional neural network for emotion recognition;Gao;IEEE Trans. Instrum. Meas.,2021

3. EEG-based emotion recognition in an immersive virtual reality environment: From local activity to brain network features;Yu;Biomed. Signal Proces,2022

4. Functional and effective connectivity in neuroimaging: a synthesis;Friston;Hum. Brain Mapp.,1994

5. Network of phase-locking oscillators and a possible model for neural synchronization;Piqueira;Communications in Nonlinear Science Numerical Simulation,2011

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