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cs.LG2026
Multimodal Surface EMG Hand Gesture Recognition Using Query-Based Transformers for Prosthetic Control
Federico Del Pup, Elisa Tentori, Manfredo Atzori
Hand gesture recognition via surface electromyography (sEMG) is fundamental to prosthetic control. In this field, deep learning approaches have become the gold standard. However, c…
cs.LG2025★ 6 cited
xEEGNet: Towards Explainable AI in EEG Dementia Classification
Andrea Zanola, Louis Fabrice Tshimanga, Federico Del Pup +2
This work presents xEEGNet, a novel, compact, and explainable neural network for EEG data analysis. It is fully interpretable and reduces overfitting through major parameter reduct…