2 papers
eess.SP2026
SleepEffFormer: Efficient CNN-Transformer with Transition-Aware Smoothing for Single-Channel EEG Sleep Stage Classification
Nishi Kanta Paul, Md Shihabul Islam Shovo, Israt Jerin Esha +1
Automated sleep stage classification based on single-channel EEG is a promising pathway to large-scale sleep monitoring outside the polysomnographic lab. This paper proposes SleepE…
eess.SP2026
WaveFoG: Wavelet Gated Transformer for Parkinson's Freezing of Gait Detection Using Wearable Accelerometer Signals
Md Shihabul Islam Shovo, Nishi Kanta Paul, Adrita Rahman +1
Freezing of gait (FoG) is one of the most debilitating episodic motor symptoms of Parkinson's disease (PD). FoG detection from wrist worn inertial signals poses challenging problem…