Preparatory movement state enhances premovement EEG representations for brain–computer interfaces
Yuxin Zhang,
Mengfan Li,
Haili Wang
et al.
Abstract:Objective. 
Motor-related brain-computer interface (BCI) have a broad range of applications, with the detection of premovement intentions being a prominent use case. However, the electroencephalography (EEG) features during the premovement phase are not distinctly evident and are susceptible to attentional influences. These limitations impede the enhancement of performance in motor-based BCI. The objective of this study is to establish a premovement BCI encoding paradigm that integrates the preparatory… Show more
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