Soft Error Resilient Deep Learning Systems Using Neuron Gradient Statistics
Author:
Affiliation:
1. Georgia Institute of Technology,School of Electrical and Computer Engineering,Atlanta,Georgia,30332-0250
Funder
National Science Foundation
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9897157/9897171/09897815.pdf?arnumber=9897815
Reference27 articles.
1. Addressing Soft Error and Security Threats in DNNs Using Learning Driven Algorithmic Checks
2. Design of Reliable DNN Accelerator with Un-reliable ReRAM
3. Robust Processing-In-Memory with Multi-bit ReRAM using Hessian-driven Mixed-Precision Computation
4. Embedded Algorithmic Noise-Tolerance for Signal Processing and Machine Learning Systems via Data Path Decomposition
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