Structure and Base Analysis of Receptive Field Neural Networks in a Character Recognition Task

This paper explores extensions and restrictions of shallow convolutional neural networks with fixed kernels trained with a limited number of training samples. We extend the work recently done in research on Receptive Field Neural Networks (RFNN) and show their behaviour using different bases and ste...

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Detalles Bibliográficos
Autores principales: Goga, Jozef, Vargic, Radoslav, Pavlovicova, Jarmila, Kajan, Slavomir, Oravec, Milos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9784260/
https://www.ncbi.nlm.nih.gov/pubmed/36560112
http://dx.doi.org/10.3390/s22249743

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9784260/
https://www.ncbi.nlm.nih.gov/pubmed/36560112
http://dx.doi.org/10.3390/s22249743

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