Weibin Wu

NV-DNN: Towards Fault-Tolerant DNN Systems with N-Version Programming

2019

Employing deep learning algorithms in real-world applications becomes a trend. However, a bottleneck that impedes their further adoption in safety-critical systems is the reliability issue. It is challenging to develop reliable neural network models as …