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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Bibliographic Details
Main Authors: Marcelo Bender Perotoni, Lincoln Ferreira Lucio
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Knowledge
Subjects:
Online Access:https://www.mdpi.com/2673-9585/4/4/30
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