Open access
Jul 2026
TF-JointMAE: a self-supervised multi-representation EEG learning framework for Alzheimer’s disease spectrum classification
A self-supervised masked autoencoder pre-training on multiple public EEG datasets demonstrates that TF-JointMAE effectively improves the robustness of EEG representations, providing potential auxiliary support for AD-spectrum classification and clinical decision-making.
Min Zuo, Hong Zhu, Zhen-Qiao Liu et al.
· Cognitive Neurodynamics · 0 citations