Work

MyoAdapt: Open-Source CPU-Native sEMG Pattern Recognition Platform

Year: 2026

Type: software

Abstract: MyoAdapt is an open-source Python platform for surface electromyography (sEMG) pattern recognition with emphasis on zero-calibration cross-subject generalization, adversarial domain adaptation (Lite-DAN), edge deployment via ONNX, audit-ready explainability via SHAP, and reproducible research across the NinaPro DB1/DB2/DB3/DB7, CapgMyo, and UCI datasets. Designed to run on CPU-native hardware for low-resource environments and edge deployment scenarios.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.22096283

Author: Adlbi, Qussai

Institution: Al Andalus University

Language: English

Topic: Muscle activation and electromyography studies

Subfield: Biomedical Engineering

Field: Engineering

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W7204188509

Cites:

Cited by:

Related to: 10