Decoding Bilingual EEG Signals With Complex Semantics Using Adaptive Graph Attention Convolutional Network
Chengfang Li,
Yang Liu,
Jielin Li
et al.
Abstract:Decoding neural signals of silent reading with Brain-Computer Interface (BCI) techniques presents a fast and intuitive communication method for severely aphasia patients. Electroencephalogram (EEG) acquisition is convenient and easily wearable with high temporal resolution. However, existing EEG-based decoding units primarily concentrate on individual words due to their low signal-to-noise ratio, rendering them insufficient for facilitating daily communication. Decoding at the word level is less efficient than… Show more
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