Anand Kumar

SparseEMG: Computational Design of Sparse EMG Layouts for Sensing Gestures

Gesture recognition with electromyography (EMG) is a complex problem influenced by gesture sets, electrode count and placement, and machine learning parameters (e.g., features, classifiers). Most existing toolkits focus on streamlining model development but overlook the impact of electrode selection on classification…