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Design of Convolutional Neural Network Processor Based on FPGA Resource Multiplexing Architecture

As CNNs are widely used in fields such as image classification and target detection, the total number of parameters and computation of the models is gradually increasing. In addition, the requirements on hardware resources and power consumption for deploying CNNs are becoming higher and higher, lead...

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Detalles Bibliográficos
Autores principales: Yan, Fei, Zhang, Zhuangzhuang, Liu, Yinping, Liu, Jia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9414218/
https://www.ncbi.nlm.nih.gov/pubmed/36015728
http://dx.doi.org/10.3390/s22165967