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Studies on 1D Electronic Noise Filtering Using an Autoencoder

Autoencoders are neural networks that have applications in denoising processes. Their use is widely reported in imaging (2D), though 1D series can also benefit from this function. Here, three canonical waveforms are used to train a neural network and achieve a signal-to-noise reduction with curves w...

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Autors principals: Marcelo Bender Perotoni, Lincoln Ferreira Lucio
Format: Artigo
Idioma:Inglês
Publicat: MDPI AG 2024-11-01
Col·lecció:Knowledge
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Accés en línia:https://www.mdpi.com/2673-9585/4/4/30
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