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Complex Valued Deep Neural Networks for Nonlinear System Modeling

Deep learning models, such as convolutional neural networks (CNN), have been successfully applied in pattern recognition and system identification recent years. But for the cases of missing data and big noises, CNN does not work well for dynamic system modeling. In this paper, complex valued convolu...

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Detalles Bibliográficos
Autores principales: Lopez-Pacheco, Mario, Yu, Wen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8459346/
https://www.ncbi.nlm.nih.gov/pubmed/34580573
http://dx.doi.org/10.1007/s11063-021-10644-1