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Biosignals learning and synthesis using deep neural networks

BACKGROUND: Modeling physiological signals is a complex task both for understanding and synthesize biomedical signals. We propose a deep neural network model that learns and synthesizes biosignals, validated by the morphological equivalence of the original ones. This research could lead the creation...

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Detalles Bibliográficos
Autores principales: Belo, David, Rodrigues, João, Vaz, João R., Pezarat-Correia, Pedro, Gamboa, Hugo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5613402/
https://www.ncbi.nlm.nih.gov/pubmed/28946919
http://dx.doi.org/10.1186/s12938-017-0405-0