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Noise Immunity and Robustness Study of Image Recognition Using a Convolutional Neural Network

The problem surrounding convolutional neural network robustness and noise immunity is currently of great interest. In this paper, we propose a technique that involves robustness estimation and stability improvement. We also examined the noise immunity of convolutional neural networks and estimated t...

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Detalles Bibliográficos
Autores principales: Ziyadinov, Vadim, Tereshonok, Maxim
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8838384/
https://www.ncbi.nlm.nih.gov/pubmed/35161986
http://dx.doi.org/10.3390/s22031241