Search Results for author: Navid Khoshavi

Found 2 papers, 0 papers with code

Entropy-Based Modeling for Estimating Soft Errors Impact on Binarized Neural Network Inference

no code implementations10 Apr 2020 Navid Khoshavi, Saman Sargolzaei, Arman Roohi, Connor Broyles, Yu Bi

Over past years, the easy accessibility to the large scale datasets has significantly shifted the paradigm for developing highly accurate prediction models that are driven from Neural Network (NN).

A Survey on Impact of Transient Faults on BNN Inference Accelerators

no code implementations10 Apr 2020 Navid Khoshavi, Connor Broyles, Yu Bi

Over past years, the philosophy for designing the artificial intelligence algorithms has significantly shifted towards automatically extracting the composable systems from massive data volumes.

Philosophy

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