Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International ConferenceHumansElectroencephalographySignal ProcessingComputer-AssistedAlgorithms
Vigilance Classification for Variable-length EEG Signals using Graph Projections & Transformers.
Ravi Shekhar Tiwari, Shabnam Samima, Tauheed Ahmed
Published: 202510.1109/EMBC58623.2025.11252694
Abstract
Maintaining situational awareness and alertness is a significant challenge in high-stakes industries such as surveillance, transportation, security, etc. where even brief lapses in attention can have severe consequences. Although machine learning (ML…
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