Automated High-Level Generation of Low-Power Approximate Computing Circuits
نویسندگان
چکیده
منابع مشابه
Automated High-Level Generation of Low-Power Approximate Computing Circuits
Numerous application domains (e.g., signal and image processing, computer graphics, computer vision, and machine learning) are inherently error tolerant, which can be exploited to produce approximate ASIC implementations with low power consumption at the expense of negligible or small reductions in application quality. A major challenge is the need for approximate and high-level design generati...
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Many classes of applications, especially in the domains of signal and image processing, computer vision, and machine learning, are inherently tolerant to inaccuracies in their underlying computations. This tolerance can be exploited to design approximate circuits that perform within acceptable accuracies but have much lower power consumption and smaller area footprints than their exact counterp...
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ژورنال
عنوان ژورنال: IEEE Transactions on Emerging Topics in Computing
سال: 2019
ISSN: 2168-6750,2376-4562
DOI: 10.1109/tetc.2016.2598283