FGANet: fNIRS-Guided Attention Network for Hybrid EEG-fNIRS Brain-Computer Interfaces - Kwak, Youngchul; Song, Woo-Jin; Kim, Seong-Eun (IEEE transactions on neural systems and rehabilitation engineering, 2022)
Keywords: Algorithms; Attention; Brain-computer interface (BCI); Brain-Computer Interfaces; Control equipment; Deep learning; EEG; Electrodes; Electroencephalography; electroencephalography (EEG); Electroencephalography - methods; Feature extraction; fNIRS-guided attention networks; Functional near-infrared spectroscopy; functional near-infrared spectroscopy (fNIRS); Human-computer interface; Humans; hybrid BCI; Hybrid systems; Infrared spectra; Infrared spectroscopy; Interfaces; Machine learning; Mathematical analysis; Mathematics; Medical imaging; Mental task performance; Near infrared radiation; Neural coding; Performance degradation; Performance enhancement; Task analysis; Tensors; Three-dimensional displays