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Rapid adaptation of brain–computer interfaces to new neuronal ensembles or participants via generative modelling

For brain–computer interfaces (BCIs), obtaining sufficient training data for algorithms that map neural signals onto actions can be difficult, expensive or even impossible. Here, we report the development and use of a generative model — a model that synthesizes a virtually unlimited number of new da...

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Detalles Bibliográficos
Autores principales: Wen, Shixian, Yin, Allen, Furlanello, Tommaso, Perich, M.G., Miller, L.E., Itti, Laurent
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9114171/
https://www.ncbi.nlm.nih.gov/pubmed/34795394
http://dx.doi.org/10.1038/s41551-021-00811-z