A Quantized CNN-Based Microfluidic Lensless-Sensing Mobile Blood-Acquisition and Analysis System

This paper proposes a microfluidic lensless-sensing mobile blood-acquisition and analysis system. For a better tradeoff between accuracy and hardware cost, an integer-only quantization algorithm is proposed. Compared with floating-point inference, the proposed quantization algorithm makes a tradeoff...

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Detalles Bibliográficos
Autores principales: Liao, Yumin, Yu, Ningmei, Tian, Dian, Li, Shuaijun, Li, Zhengpeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6928811/
https://www.ncbi.nlm.nih.gov/pubmed/31766471
http://dx.doi.org/10.3390/s19235103

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6928811/
https://www.ncbi.nlm.nih.gov/pubmed/31766471
http://dx.doi.org/10.3390/s19235103

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