Special Session: On the Reliability of Conventional and Quantum Neural Network Hardware

Author:

Sadi Mehdi1,He Yi2,Li Yanjing2,Alam Mahabubul3,Kundu Satwik3,Ghosh Swaroop3,Bahrami Javad4,Karimi Naghmeh4

Affiliation:

1. Auburn University,Dept. of Electrical & Computer Engineering,Auburn,AL,USA

2. University of Chicago,Department of Computer Science,Chicago,IL,USA

3. The Pennsylvania State University,Dept. of Electrical & Computer Engineering,University Park,PA,USA

4. University of Maryland Baltimore County (UMBC),Dept. of Electrical & Computer Engineering,Baltimore,MD,USA

Publisher

IEEE

Reference68 articles.

1. Visualizing the loss landscape of neural nets;li;Neural Information Processing Systems,2018

2. Averaging Weights Leads to Wider Optima and Better Generalization;izmailov,2019

3. Special Session: Reliability Analysis for AI/ML Hardware

4. Understanding Error Propagation in Deep Learning Neural Network (DNN) Accelerators and Applications;g l;Proceedings of the International Conference for High Performance Computing Networking Storage and Analysis ser SC ‘17,2017

5. Design of Reliable SoCs With BIST Hardware and Machine Learning

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