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

Crossref DOI link: https://doi.org/10.1007/978-981-95-6786-7_37

Published Online: 2026-02-13

Published Print: 2026

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Xia, Zhenyu https://orcid.org/0009-0003-7374-7770
Huang, Xinlei https://orcid.org/0000-0002-4761-7652
Gu, Yuantong https://orcid.org/0000-0002-2770-5014
Saha, Suvash https://orcid.org/0000-0002-9962-8919
License Information

Text and Data Mining valid from 2026-01-01

Version of Record valid from 2026-01-01
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Chapter History

First Online: 13 February 2026

Conference Information

Conference Acronym: AusDM

Conference Name: Australasian Conference on Data Science and Machine Learning

Conference City: Brisbane

Conference Country: Australia

Conference Year: 2025

Conference Start Date: 26 November 2025

Conference End Date: 28 November 2025

Conference ID: ausdm2025

Conference URL: https://ausdm25.ausdm.org/index.html

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