Improving NeuCube spiking neural network for EEG-based pattern recognition using transfer learning

• Published in: Neurocomputing (Amsterdam) Vol. 529; pp. 222 - 235
• Main Authors: Wu, Xuanyu, Feng, Yixiong, Lou, Shanhe, Zheng, Hao, Hu, Bingtao, Hong, Zhaoxi, Tan, Jianrong
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 07.04.2023
• Subjects: Cuckoo search algorithm; EEG; NeuCube; Spiking neural networks; Support vector machine; Transfer learning; NeuCube; Support vector machine; Cuckoo search algorithm; Transfer learning; EEG; Spiking neural networks

Electroencephalogram (EEG) data are produced in quantity for measuring brain activity in response to external stimuli. With the rapid development of brain-inspired intelligence, spiking neural network (SNN) possesses the potential to handle EEG data by using spiking activity transmitted among spatia...