Quantization-Aware NN Layers with High-throughput FPGA Implementation for Edge AI

Over the past few years, several applications have been extensively exploiting the advantages of deep learning, in particular when using convolutional neural networks (CNNs). The intrinsic flexibility of such models makes them widely adopted in a variety of practical applications, from medical to in...

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Detalles Bibliográficos
Autores principales: Pistellato, Mara, Bergamasco, Filippo, Bigaglia, Gianluca, Gasparetto, Andrea, Albarelli, Andrea, Boschetti, Marco, Passerone, Roberto
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10222267/
https://www.ncbi.nlm.nih.gov/pubmed/37430583
http://dx.doi.org/10.3390/s23104667

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10222267/
https://www.ncbi.nlm.nih.gov/pubmed/37430583
http://dx.doi.org/10.3390/s23104667

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