Connor Broyles

Publication Activity (10 Years)

Years Active: 2020-2020
Publications (10 Years): 5

Top Topics

Estimation Process

Back Propagation

Probabilistic Inference

Top Venues

Publications

Navid Khoshavi, Connor Broyles, Yu Bi
Compression or Corruption? A Study on the Effects of Transient Faults on BNN Inference Accelerators. ISQED (2020)
Navid Khoshavi, Connor Broyles, Yu Bi
A Survey on Impact of Transient Faults on BNN Inference Accelerators. CoRR (2020)
Navid Khoshavi, Arman Roohi, Connor Broyles, Saman Sargolzaei, Yu Bi, David Z. Pan
SHIELDeNN: Online Accelerated Framework for Fault-Tolerant Deep Neural Network Architectures. DAC (2020)
Navid Khoshavi, Saman Sargolzaei, Arman Roohi, Connor Broyles, Yu Bi
Entropy-Based Modeling for Estimating Soft Errors Impact on Binarized Neural Network Inference. CoRR (2020)
Navid Khoshavi, Connor Broyles, Yu Bi, Arman Roohi
Fiji-FIN: A Fault Injection Framework on Quantized Neural Network Inference Accelerator. ICMLA (2020)