Elahe Rahimian

TraHGR: Transformer for Hand Gesture Recognition via Electromyography

Soheil Zabihi, Elahe Rahimian, Amir Asif et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2023 · 71 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18

XceptionTime: Independent Time-Window Xceptiontime Architecture for Hand Gesture Classification

Elahe Rahimian, Soheil Zabihi, S. Farokh Atashzar et al. · 2020 · 60 citations

Convolutional Neural Network, Engineering, Machine Learning +22

Transformer-based hand gesture recognition from instantaneous to fused neural decomposition of high-density EMG signals

Mansooreh Montazerin, Elahe Rahimian, Farnoosh Naderkhani et al. · Scientific Reports · 2023 · 60 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +22

ViT-HGR: Vision Transformer-based Hand Gesture Recognition from High Density Surface EMG Signals

Mansooreh Montazerin, Soheil Zabihi, Elahe Rahimian et al. · 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) · 2022 · 44 citations

Convolutional Neural Network, Engineering, Machine Learning +16

XceptionTime: A Novel Deep Architecture based on Depthwise Separable Convolutions for Hand Gesture Classification

Elahe Rahimian, Soheil Zabihi, S. Farokh Atashzar et al. · arXiv (Cornell University) · 2019 · 38 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +21