Hand Gesture Prediction via Transient-phase sEMG using Transfer Learning of Dilated Efficient CapsNet: Towards Generalization for Neurorobotics
E. Tyacke, S. P. J. Reddy, N. Feng, R. Edlabadkar, S. Zhou, J. Patel, Q. Hu, S. F. F. Atashzar
This paper proposes a dilated efficient capsular neural network with transfer learning for hand gesture prediction using sEMG signals, showing improved performance with limited individual data.
bioRxiv · Feb 25, 2022 · PreprintBioengineering