ADEPOS: A Novel Approximate Computing Framework for Anomaly Detection Systems and its Implementation in 65-nm CMOS

IEEE Transactions on Circuits and Systems I: Regular Papers(2020)

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摘要
To overcome the energy and bandwidth limitations of traditional IoT systems, “edge computing” or information extraction at the sensor node has become popular. However, now it is important to create very low energy information extraction or pattern recognition systems. In this paper, we present an approximate computing method to reduce the computation energy of a specific type of IoT system used fo...
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关键词
Approximate computing,Anomaly detection,Detectors,Monitoring,Hardware,Neurons,Edge computing
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