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Method and apparatus of exploiting sparse activation in neural networks to reduce power consumption 发明申请

2023-02-22 2400 1838K 0

专利信息

申请日期 2025-06-28 申请号 KR1020150191287
公开(公告)号 KR1020170080087A 公开(公告)日 2017-07-10
公开国别 KR 申请人省市代码 全国
申请人 INCHEON UNIVERSITY INDUSTRY ACADEMIC COOPERATION FOUNDATION
简介 The present invention relates to an apparatus and a method for reducing the power consumption of a synchronous integrated circuit that utilizes the sparse activity of an artificial neural network. The present invention detects the activity of a neuron in the artificial neural network and blocks the clock of a processing element for sparse activity, thereby reducing unnecessary dynamic power consumption.(AA) Start(BB) End(S120) Turn on a clock(S130) Output an operation performance result value(S150) Turn off the clock(S160) Output a basic valueCOPYRIGHT KIPO 2017


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