APPRAISER: DNN Fault Resilience Analysis Employing Approximation Errors
Author:
Affiliation:
1. Tallinn University of Technology,Tallinn,Estonia
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10139314/10138940/10139468.pdf?arnumber=10139468
Reference14 articles.
1. Improving the Accuracy and Hardware Efficiency of Neural Networks Using Approximate Multipliers
2. EvoApprox8b: Library of Approximate Adders and Multipliers for Circuit Design and Benchmarking of Approximation Methods
3. Statistical fault injection: Quantified error and confidence
4. DeepAxe: A Framework for Exploration of Approximation and Reliability Trade-offs in DNN Accelerators
5. Algorithm-based fault tolerance at scale;booth,2022
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