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Fully learnable deep wavelet transform for unsupervised monitoring of high-frequency time series

High-frequency (HF) signals are ubiquitous in the industrial world and are of great use for monitoring of industrial assets. Most deep-learning tools are designed for inputs of fixed and/or very limited size and many successful applications of deep learning to the industrial context use as inputs ex...

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Detalles Bibliográficos
Autores principales: Michau, Gabriel, Frusque, Gaetan, Fink, Olga
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8872732/
https://www.ncbi.nlm.nih.gov/pubmed/35181603
http://dx.doi.org/10.1073/pnas.2106598119