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Impact of dataset size and long-term ECoG-based BCI usage on deep learning decoders performance
INTRODUCTION: In brain-computer interfaces (BCI) research, recording data is time-consuming and expensive, which limits access to big datasets. This may influence the BCI system performance as machine learning methods depend strongly on the training dataset size. Important questions arise: taking in...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Frontiers Media S.A.
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10061076/ https://www.ncbi.nlm.nih.gov/pubmed/37007675 http://dx.doi.org/10.3389/fnhum.2023.1111645 |