Design Space Exploration of a Sparse MobileNetV2 Using High-Level Synthesis and Sparse Matrix Techniques on FPGAs

Convolution Neural Networks (CNNs) are gaining ground in deep learning and Artificial Intelligence (AI) domains, and they can benefit from rapid prototyping in order to produce efficient and low-power hardware designs. The inference process of a Deep Neural Network (DNN) is considered a computationa...

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Detalles Bibliográficos
Autores principales: Tragoudaras, Antonios, Stoikos, Pavlos, Fanaras, Konstantinos, Tziouvaras, Athanasios, Floros, George, Dimitriou, Georgios, Kolomvatsos, Kostas, Stamoulis, Georgios
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9229434/
https://www.ncbi.nlm.nih.gov/pubmed/35746100
http://dx.doi.org/10.3390/s22124318

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