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…