AdAM: Adaptive Fault-Tolerant Approximate Multiplier for Edge DNN Accelerators

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Mahdi Taheri , Natalia Cherezova , Samira Nazari , Ahsan Rafiq , Ali Azarpeyvand , Tara Ghasempouri , Masoud Daneshtalab , Jaan Raik

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Maksim Jenihhin

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classification cs.AIcs.ARcs.LG

keywords acceleratorsadaptiveapproximatefault-tolerantmultiplieradamarchitectureasic-based

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In this paper, we propose an architecture of a novel adaptive fault-tolerant approximate multiplier tailored for ASIC-based DNN accelerators.