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Transfer learning using low-dimensional subspaces for EMG-based classification of hand posture
This study proposes a novel approach for evaluating the task invariance of muscle synergies, vital for potential implementation in improving prosthetic hand control. We do this by using a transfer learning paradigm to test for invariance across a relatively small set of hand/forearm muscle synergies...
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| Publié dans: | Int IEEE EMBS Conf Neural Eng |
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| Auteurs principaux: | , , , , |
| Format: | Artigo |
| Langue: | Inglês |
| Publié: |
2019
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| Sujets: | |
| Accès en ligne: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7430756/ https://ncbi.nlm.nih.gov/pubmed/32818047 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/ner.2019.8717180 |
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