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08/22/2023
DeepBurning-MixQ: An Open Source Mixed-Precision Neural Network Accelerator Design Framework for FPGAs
Mixed-precision neural networks (MPNNs) that enable the use of just enou...
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06/20/2023
Deep Learning Accelerator in Loop Reliability Evaluation for Autonomous Driving
The reliability of deep learning accelerators (DLAs) used in autonomous ...
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06/20/2023
MRFI: An Open Source Multi-Resolution Fault Injection Framework for Neural Network Processing
To ensure resilient neural network processing on even unreliable hardwar...
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10/12/2022
Statistical Modeling of Soft Error Influence on Neural Networks
Soft errors in large VLSI circuits pose dramatic influence on computing-...
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02/17/2022