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Beyond Noise: Understanding and Overcoming Temperature Effects in Analog DNN Inference

Summ, Niklas et al.
arXiv (OAI Expanded) · Papers
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The energy efficiency of analog computing makes it one of the most promising candidates for deploying resource-intensive machine learning workloads on constrained platforms such as mobile and embedded devices. However, analog accelerators are inherently susceptible to noise and non-idealities arisin
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