Lightweight neural architecture search for temporal convolutional networks at the edge

M Risso, A Burrello, F Conti, L Lamberti… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Neural Architecture Search (NAS) is quickly becoming the go-to approach to optimize the
structure of Deep Learning (DL) models for complex tasks such as Image Classification or …

A methodological and structural review of hand gesture recognition across diverse data modalities

J Shin, ASM Miah, MH Kabir, MA Rahim… - IEEE Access, 2024 - ieeexplore.ieee.org
Researchers have been develo** Hand Gesture Recognition (HGR) systems to enhance
natural, efficient, and authentic human-computer interaction, especially benefiting those who …

Lower limb motion intention recognition based on sEMG fusion features

P Zhang, J Zhang, A Elsabbagh - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
Surface Electromyography (sEMG) has been extensively used for gait analysis and robotic
control. Since the low accuracy of intention recognition limits the development of …

Xceptiontime: independent time-window xceptiontime architecture for hand gesture classification

E Rahimian, S Zabihi, SF Atashzar… - ICASSP 2020-2020 …, 2020 - ieeexplore.ieee.org
Capitalizing on the goal of addressing identified shortcomings of recent solutions developed
for recognition tasks via sparse multichannel surface Electromyography (sEMG) signals, the …