Andrea Manni

Unsupervised sEMG-Based Gait Anomalies Detection Using Autoencoder

Gait Anomaly Detection is crucial for early diagnosis of neurodegenerative conditions and for monitoring rehabilitation progress. Surface electromyography provides a direct view into muscle synergy and motor intention, but the field suffers from a chronic scarcity of labeled pathological data. Traditional supervised me...