High-level Modeling of Manufacturing Faults in Deep Neural Network Accelerators

Shamik Kundu, Ahmet Soyyiğit, Khaza Anuarul Hoque +1

The advent of data-driven real-time applications requires the implementation of Deep Neural Networks (DNNs) on Machine Learning accelerators. Google's Tensor Processing Unit (TPU)…