MASER: Enhancing EEG Spatial Resolution with State Space Modeling

MASER: Enhancing EEG Spatial Resolution with State Space Modeling 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)

Abstract:

Consumer-grade Electroencephalography (EEG) devices equipped with few electrodes often suffer from low spatial resolution, hindering the accurate capture of intricate brain activity patterns. To address this issue, we propose MASER, a novel super-resolution approach for EEG recording. In MASER, we design the eMamba block for extracting EEG features based on …

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