no code implementations • 3 Oct 2023 • Dominik Klepl, Min Wu, Fei He
Graph neural networks (GNN) are increasingly used to classify EEG for tasks such as emotion recognition, motor imagery and neurological diseases and disorders.
no code implementations • 12 Apr 2023 • Dominik Klepl, Fei He, Min Wu, Daniel J. Blackburn, Ptolemaios G. Sarrigiannis
Graph neural network (GNN) models are increasingly being used for the classification of electroencephalography (EEG) data.
no code implementations • 10 Jun 2022 • Dominik Klepl, Fei He, Min Wu, Daniel J. Blackburn, Ptolemaios G. Sarrigiannis
Cross-bispectrum, a higher-order spectral analysis, is used to measure the nonlinear FC and is compared with the cross-spectrum, which only measures the linear FC within bands.
1 code implementation • 19 Feb 2021 • Dominik Klepl, Fei He, Min Wu, Matteo De Marco, Daniel J. Blackburn, Ptolemaios Sarrigiannis
Energy landscape analysis is a method that can be used to quantify these dynamics.