Benchawan Wiwatanapataphee

Classification of distraction descriptor in EEG signal using topological data analysis

Electroencephalogram (EEG) signals are widely used for monitoring brain activity; however their high-dimensionality, sparsity, and non-stationary pose significant challenges for reliable feature extraction and classification. Topological data analysis, particularly persistent hom...