2 papers
cs.RO2022
Multiresolution Dual-Polynomial Decomposition Approach for Optimized Characterization of Motor Intent in Myoelectric Control Systems
Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Rami Khushaba +2
Surface electromyogram (sEMG) is arguably the most sought-after physiological signal with a broad spectrum of biomedical applications, especially in miniaturized rehabilitation rob…
cs.CV2022
Analyzing the Impact of Varied Window Hyper-parameters on Deep CNN for sEMG based Motion Intent Classification
Frank Kulwa, Oluwarotimi Williams Samuel, Mojisola Grace Asogbon +2
The use of deep neural networks in electromyogram (EMG) based prostheses control provides a promising alternative to the hand-crafted features by automatically learning muscle acti…