Combining multi-scale convolutional neural network and Transformers for EEG-Based RSVP detection

Rapid serial visual presentation (RSVP) is an effective brain-computer interface (BCI) technique for recognizing target objects. Decoding the subject's intention from the single-trial electroencephalogram (EEG) signal through a decoding algorithm is the key to RSVP-based BCI. The unavoidable no...

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Bibliographic Details

Published in:	2022 37th Youth Academic Annual Conference of Chinese Association of Automation (YAC) pp. 426 - 431
Main Authors:	Lu, Gai, Zhang, Yifan, Chu, Xingxing, Liu, Yingxin, Yu, Yang
Format:	Conference Proceeding
Language:	English
Published:	IEEE 19.11.2022
Subjects:	Benchmark testing Brain modeling EEG decoding algorithm electroencephalogram(EEG) Electroencephalography Feature extraction multi-scale Target recognition Transformers Visualization
Online Access:	Get full text
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