Search Results for author: Huiyang Zhou

Found 3 papers, 2 papers with code

Relaxed Peephole Optimization: A Novel Compiler Optimization for Quantum Circuits

1 code implementation14 Dec 2020 Ji Liu, Luciano Bello, Huiyang Zhou

In this paper, we propose a novel quantum compiler optimization, named relaxed peephole optimization (RPO) for quantum computers.

Quantum Physics Programming Languages

In-Place Zero-Space Memory Protection for CNN

1 code implementation NeurIPS 2019 Hui Guan, Lin Ning, Zhen Lin, Xipeng Shen, Huiyang Zhou, Seung-Hwan Lim

Convolutional Neural Networks (CNN) are being actively explored for safety-critical applications such as autonomous vehicles and aerospace, where it is essential to ensure the reliability of inference results in the presence of possible memory faults.

Autonomous Vehicles

Optimizing Memory Efficiency for Deep Convolutional Neural Networks on GPUs

no code implementations12 Oct 2016 Chao Li, Yi Yang, Min Feng, Srimat Chakradhar, Huiyang Zhou

Leveraging large data sets, deep Convolutional Neural Networks (CNNs) achieve state-of-the-art recognition accuracy.

Computational Efficiency

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