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BrainDEC: An M/EEG Unsupervised Representation Learning Framework with Disentangled Equivariance Constraint

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Magnetoencephalography (MEG) and electroencephalography (EEG) are prominent non-invasive brain imaging techniques that have attracted considerable interest in neuroscience research. Unsupervised learning of M/EEG signals has become a critical area of focus. Ho... ...