Cross-modal guiding and reweighting network for multi-modal RSVP-based target detection

• Published in: Neural networks Vol. 161; pp. 65 - 82
• Main Authors: Mao, Jiayu, Qiu, Shuang, Wei, Wei, He, Huiguang
• Format: Journal Article
• Language: English
• Published: United States Elsevier Ltd 01.04.2023
• Subjects: Brain-Computer Interfaces; Brain–computer interface (BCI); Convolutional neural network (CNN); Electroencephalogram (EEG); Electroencephalography - methods; Evoked Potentials; Humans; Multi-modal learning; Rapid serial visual presentation (RSVP); Convolutional neural network (CNN); Electroencephalogram (EEG); Multi-modal learning; Rapid serial visual presentation (RSVP); Brain–computer interface (BCI)

Rapid Serial Visual Presentation (RSVP) based Brain–Computer Interface (BCI) facilities the high-throughput detection of rare target images by detecting evoked event-related potentials (ERPs). At present, the decoding accuracy of the RSVP-based BCI system limits its practical applications. This stud...