Myoelectric digit action decoding with multi-output, multi-class classification: an offline analysis
Abstract The ultimate goal of machine learning-based myoelectric control is simultaneous and independent control of multiple degrees of freedom (DOFs), including wrist and digit artificial joints. For prosthetic finger control, regression-based methods are typically used to reconstruct position/velo...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Nature Publishing Group
2020-10-01
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| Series: | Scientific Reports |
| Online Access: | https://doi.org/10.1038/s41598-020-72574-7 |