NeuroPhysNet: A FitzHugh-Nagumo-Based Physics-Informed Neural Network Framework for Electroencephalograph (EEG) Analysis and Motor Imagery Classification

Zhenyu Xia, Xinlei Huang, Yuantong Gu, Suvash C. Saha. NeuroPhysNet: A FitzHugh-Nagumo-Based Physics-Informed Neural Network Framework for Electroencephalograph (EEG) Analysis and Motor Imagery Classification. In Quang Vinh Nguyen, Yuefeng Li, Paul Kwan, Yanchang Zhao, Yee Ling Boo, Richi Nayak, editors, Data Science and Machine Learning - 23rd Australasian Conference, AusDM 2025, Brisbane, QLD, Australia, November 26-28, 2025, Proceedings. Volume 2765 of Communications in Computer and Information Science, pages 546-560, Springer, 2025. [doi]

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