用于移动DNA测序的高速嵌入式事件检测器

R. Mittmann, S. Magierowski, A. Refaey, E. Ghafar-Zadeh
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引用次数: 0

摘要

DNA测序硬件正在迅速发展成为一个移动平台。手持技术能够在5w的功率范围内每小时测量一个相当于人类基因组的数据。快速事件检测作为下游处理或快速模式分类的特征提取手段,是该领域的关键计算功能。本文介绍了一种具有这种能力的嵌入式事件检测器的算法和硬件设计。该器件在寻求32个独特信号电平的同时实现了5600 MIPS/W的计算效率,这一性能水平能够在1w功率预算下每小时处理相当于1个人类基因组的数据。
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A High-Speed Embedded Event Detector for Mobile DNA Sequencing
DNA sequencing hardware is rapidly evolving into a mobile platform. Hand held technologies are capable of measuring the equivalent of a human genome every hour within a 5 W power window. Rapid event detection, as as a means of feature extraction for downstream processing or rapid pattern classification, is a critical computational function in this domain. The algorithmic and hardware design of an embedded event detector capable of serving in such a capacity is described in this paper. The device achieves a computational efficiency of 5600 MIPS/W while seeking 32 unique signal levels, a performance level capable of processing the equivalent of 1 human genome per hour within a 1 W power budget.
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