An SoC Design for Future Mobile DNA Detection

被引:0
|
作者
Dawji, Yunus [1 ]
Wu, Zhongpan [1 ]
Beyene, Abel [1 ]
Hammad, Karim [1 ,2 ]
Ghafar-Zadeh, Ebrahim [1 ]
Magierowski, Sebastian [1 ]
机构
[1] York Univ, Dept Elect Engn & Comp Sci, Toronto, ON M3J 1P3, Canada
[2] Arab Acad Sci Technol & Maritime Transport, Dept Elect & Commun Engn, Cairo 4471344, Egypt
基金
加拿大自然科学与工程研究理事会;
关键词
DNA; Bioinformatics; Sequential analysis; Hardware; Random access memory; Codes; System-on-chip; DNA sequencing; embedded computing; hardware acceleration; system-on-chip (SoC); TIME;
D O I
10.1109/LES.2023.3321587
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Existing miniature DNA sequencing devices hold significant promise to serve as mobile/personal genomic analysis systems in the future. But a key challenge to this vision is the absence of adequate low-power bioinformatic computing ability within the sequencing device itself. In this letter, we discuss the design and demonstrate a system-on-chip (SoC) based on an accelerated RISC-V core for such a task. The chip was fabricated in 22-nm CMOS and executes almost 10x faster than a commercial mobile processor on a DNA sequence detection task while achieving 200x better energy efficiency.
引用
收藏
页码:86 / 89
页数:4
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