Luca Longo

Integrating convolutional variational autoencoders and the Gaussian mixture model for efficient manifold learning and clustering of spatially preserved EEG topographic maps

EEG microstate analysis segments continuous brain activity into brief, quasi-stable topographic configurations whose quantity, duration, and transition dynamics index cognitive state and neuropsychiatric conditions. The standard algorithm, modified k -means (ModKMeans), operates...