Hierarchical View Pooling Network (HVPN) for Surface Electromyography Based Hand Movement Recognition

This repo contains the code for the intra-subject experiments on NinaProDB1 in the paper: Wentao Wei, Hong Hong, Xiaoli Wu. A Hierarchical View Pooling Network for Multichannel Surface Electromyography-Based Gesture Recognition[J]. Computational Intelligence and Neuroscience, 2021.7.

It should be mentioned that the code for feature extraction is not included in this repo.

Requirements

• A CUDA compatible GPU
• Ubuntu 14.04 or any other Linux/Unix that can run Docker
• Docker
• Nvidia Docker

Usage

For detailed methods of running the code and training on NinaProDB1, please contact weiwentao@njust.edu.cn

License

Licensed under an GPL v3.0 license.