Article

Hand Gesture Prediction via Transient-phase sEMG using Transfer Learning of Dilated Efficient CapsNet: Towards Generalization for Neurorobotics

2022-03-01

Abstract excerpt

There has been an accelerated surge to utilize the deep neural network for decoding central and peripheral activations of the human’s nervous system to boost up the spatiotemporal resolution of neural interfaces used in neurorobotics. Such algorithmic solutions are motivated for use in human-centered robotic systems, such as neurorehabilitation, prosthetics, and exoskeletons. These methods are proved to achieve hi...

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Literature Corpus work: 7a3bdbac-c8f0-5570-82df-c9d7c803eec2
DOI: 10.1101/2022.02.25.482002

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