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Signal Recovery from Randomly Quantized Data Using Neural Network Approach

We present an efficient scheme based on a long short-term memory (LSTM) autoencoder for accurate seismic deconvolution in a multichannel setup. The technique is beneficial for compressing massive amounts of seismic data. The proposed robust estimation ensures the recovery of sparse reflectivity from...

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Detalles Bibliográficos
Autor principal: Al-Shaikhi, Ali
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9698862/
https://www.ncbi.nlm.nih.gov/pubmed/36433310
http://dx.doi.org/10.3390/s22228712