An improved EEGNet for single-trial EEG classification in rapid serial visual presentation task

As a new type of brain–computer interface (BCI), the rapid serial visual presentation (RSVP) paradigm has attracted significant attention. The mechanism of RSVP is detecting the P300 component corresponding to the target image to realize fast and correct recognition. This paper proposed an improved...

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Veröffentlicht in:	Brain and neuroscience advances 2022-06, Vol.8 (2), p.111-126
Hauptverfasser:	Zhang, Hongfei, Wang, Zehui, Yu, Yinhu, Yin, Haojun, Chen, Chuangquan, Wang, Hongtao
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Algorithms Classification Competition Computer peripherals Datasets Deep learning EEG Electrodes Electroencephalography Entropy Event-related potentials Machine learning Performance evaluation Robots
Online-Zugang:	Volltext
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