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12/29/2022
FlatENN: Train Flat for Enhanced Fault Tolerance of Quantized Deep Neural Networks
Model compression via quantization and sparsity enhancement has gained a...
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01/05/2022
ADRA: Extending Digital Computing-in-Memory with Asymmetric Dual-Row-Activation
Computing in-memory (CiM) has emerged as an attractive technique to miti...
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11/16/2019
Exploiting Oxide Based Resistive RAM Variability for Bayesian Neural Network Hardware Design
Uncertainty plays a key role in real-time machine learning. As a signifi...
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11/16/2019
Exploiting Oxide Based Resistive RAM Variability for Probabilistic AI Hardware Design
Uncertainty plays a key role in real-time machine learning. As a signifi...
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10/01/2019