Masoud Daneshtalab

Enhancing Fault Resilience of QNNs by Selective Neuron Splitting

2023 · arXiv (Cornell University)

The superior performance of Deep Neural Networks (DNNs) has led to their application in various aspects of human life. Safety-critical applications are no exception and impose rigorous reliability requirements on DNNs. Quantized Neural Networks (QNNs) …