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eess.SP2023★ 1 cited
Approximately optimal domain adaptation with Fisher's Linear Discriminant
Hayden S. Helm, Ashwin De Silva, Joshua T. Vogelstein +2
We propose a class of models based on Fisher's Linear Discriminant (FLD) in the context of domain adaptation. The class is the convex combination of two hypotheses: i) an average h…
eess.SP2020★ 18 cited
Real-Time Hand Gesture Recognition Using Temporal Muscle Activation Maps of Multi-Channel sEMG Signals
Ashwin De Silva, Malsha V. Perera, Kithmin Wickramasinghe +3
Accurate and real-time hand gesture recognition is essential for controlling advanced hand prostheses. Surface Electromyography (sEMG) signals obtained from the forearm are widely…