Search Results for author: Ptolemaios G. Sarrigiannis

Found 2 papers, 0 papers with code

Adaptive Gated Graph Convolutional Network for Explainable Diagnosis of Alzheimer's Disease using EEG Data

no code implementations12 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.

EEG

Bispectrum-based Cross-frequency Functional Connectivity: Classification of Alzheimer's disease

no code implementations10 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.

Classification EEG

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