Virinchi Roy Surabhi
1 indexed paper
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126
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Crypto×1ML×1
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2026
Long-Term and Short-Term Transistor Aging in Deep Neural Networks: Impact and Mitigation
This paper analyzes the impact of long-term and short-term transistor aging on Deep Neural Network (DNN) inference accuracy and proposes an aging-aware retraining methodology to maintain performance even with aggressive timing guardbands.
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