FB-EEGNet: A fusion neural network across multi-stimulus for SSVEP target detection

• Published in: Journal of neuroscience methods Vol. 379; p. 109674
• Main Authors: Yao, Huiming, Liu, Ke, Deng, Xin, Tang, Xianlun, Yu, Hong
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.09.2022
• Subjects: Brain-computer interface; Feature fusion; Learning across multi-stimulus; SSVEP; Brain-computer interface; SSVEP; Learning across multi-stimulus; Feature fusion

Steady-state visual evoked potential (SSVEP) is a prevalent paradigm of brain-computer interface (BCI). Recently, deep neural networks (DNNs) have been employed for SSVEP target recognition. However, current DNN models can not fully extract information from SSVEP harmonic components, and ignore the...