Cross-Subject and Cross-Montage EEG transfer learning with Individual Tangent Space Alignment

Nicole Lai-Tan; Xiao Gu; Marios G. Philiastides; Fani Deligianni

Cross-Subject and Cross-Montage EEG transfer learning with Individual Tangent Space Alignment

Nicole Lai-Tan, Xiao Gu, Marios G. Philiastides, Fani Deligianni

Published: 22 Sept 2025, Last Modified: 03 Jan 2026WiML @ NeurIPS 2025EveryoneRevisionsBibTeXCC BY 4.0

Keywords: EEG-based BCIs, Music-based gait rehabilitation, Sensorimotor Entrainment, Rhythmic cueing, Cross-subject variability, Transfer learning, Pre-alignment strategies, Regularised common spatial patterns, Riemannian Geometry

Submission Number: 35

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