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

• Main Authors: Wu, Xuanyu, Feng, Yixiong, Lou, Shanhe, Zheng, Hao, Hu, Bingtao, Hong, Zhaoxi, Tan, Jianrong
• Other Authors: School of Mechanical and Aerospace Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Mechanical engineering; NeuCube; Spiking Neural Networks
• Online Access: https://hdl.handle.net/10356/172866
• Institution: Nanyang Technological University

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...