BriefGPT.xyz
Dec, 2016
机器学习的硬件:挑战与机遇
Hardware for Machine Learning: Challenges and Opportunities
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Vivienne Sze, Yu-Hsin Chen, Joel Emer, Amr Suleiman, Zhengdong Zhang
TL;DR
本文讨论了如何在各种硬件设计级别上解决机器学习中遇到的挑战,主要包括机器学习、传感器数据、嵌入式处理、能源消耗和硬件设计。
Abstract
machine learning
plays a critical role in extracting meaningful information out of the zetabytes of
sensor data
collected every day. For some applications, the goal is to analyze and understand the data to identi
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