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Akul Malhotra

Memory Faults in Activation-sparse Quantized Deep Neural Networks: Analysis and Mitigation using Sharpness-aware Training

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Jun 15, 2024
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FlatENN: Train Flat for Enhanced Fault Tolerance of Quantized Deep Neural Networks

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Dec 29, 2022
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Exploiting Oxide Based Resistive RAM Variability for Bayesian Neural Network Hardware Design

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Jan 02, 2020
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