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EEG

10 articles

Fabrication and performance assessment of a new dry in-ear EEG sensor for brain monitoring science Bridging data scarcity and explainability in EEG based Alzheimer’s prediction using cGAN augmented GATv2-LSTM networks science Contrastive learning based multi-scale spatio-temporal-spectral network for patient-specific EEG seizure prediction science EEG activity during a vigilance task reveals distinct frequency band patterns in gifted children science PRSEPTransformer-EEG: source-space sLORETA and residual transformers for robust motor imagery and execution EEG decoding science An explainable multi-modal graph learning framework with attention-based GCN-GAT for EEG-based depression detection science EEG based brain computer interface using multinomial regressive transformer learning for chronic neuropathic pain detection science EEG functional connectivity as a prognostic biomarker of adaptive function in autistic people science Frequency-aware transformer networks for robust and generalizable EEG-based seizure detection science Learning aligned EEG representations with subject-specific encoders science