Can Noise on Qubits Be Learned in Quantum Neural Network? A Case Study
on QuantumFlow

Can Noise on Qubits Be Learned in Quantum Neural Network? A Case Study on QuantumFlow

8 September 2021

Zhiding Liang

Jinjun Xiong

Papers citing "Can Noise on Qubits Be Learned in Quantum Neural Network? A Case Study on QuantumFlow"

13 / 13 papers shown

Title
QOC: Quantum On-Chip Training with Parameter Shift and Gradient Pruning Hanrui Wang Zi-Chen Li Jiaqi Gu Yongshan Ding David Z. Pan Song Han 49 53 0 26 Feb 2022
QuantumNAT: Quantum Noise-Aware Training with Noise Injection, Quantization and Normalization Hanrui Wang Jiaqi Gu Yongshan Ding Zi-Chen Li Frederic T. Chong David Z. Pan Song Han 32 65 0 21 Oct 2021
Exploration of Quantum Neural Architecture by Mixing Quantum Neuron Designs Zhepeng Wang Zhiding Liang Shangli Zhou Caiwen Ding Yiyu Shi Weiwen Jiang 50 33 0 08 Sep 2021
QuantumNAS: Noise-Adaptive Search for Robust Quantum Circuits Hanrui Wang Yongshan Ding Jiaqi Gu Zirui Li Chengyue Wu David Z. Pan Frederic T. Chong Song Han 45 177 0 22 Jul 2021
Dancing along Battery: Enabling Transformer with Run-time Reconfigurability on Mobile Devices Yuhong Song Weiwen Jiang Bingbing Li Panjie Qi Qingfeng Zhuge E. Sha Sakyasingha Dasgupta Yiyu Shi Caiwen Ding 31 18 0 12 Feb 2021
When Machine Learning Meets Quantum Computers: A Case Study Weiwen Jiang Jinjun Xiong Yiyu Shi 49 29 0 18 Dec 2020
Standing on the Shoulders of Giants: Hardware and Neural Architecture Co-Search with Hot Start Weiwen Jiang Lei Yang Sakyasingha Dasgupta Jiaxi Hu Yiyu Shi 37 59 0 17 Jul 2020
A Co-Design Framework of Neural Networks and Quantum Circuits Towards Quantum Advantage Weiwen Jiang Jinjun Xiong Yiyu Shi 28 77 0 26 Jun 2020
Co-Exploration of Neural Architectures and Heterogeneous ASIC Accelerator Designs Targeting Multiple Tasks Lei Yang Zheyu Yan Meng Li Hyoukjun Kwon Liangzhen Lai T. Krishna Vikas Chandra Weiwen Jiang Yiyu Shi 41 115 0 10 Feb 2020
Device-Circuit-Architecture Co-Exploration for Computing-in-Memory Neural Accelerators Weiwen Jiang Qiuwen Lou Zheyu Yan Lei Yang Jiaxi Hu X. S. Hu Yiyu Shi 42 72 0 31 Oct 2019
Achieving Super-Linear Speedup across Multi-FPGA for Real-Time DNN Inference Weiwen Jiang E. Sha Xinyi Zhang Lei Yang Qingfeng Zhuge Yiyu Shi Jiaxi Hu 26 75 0 21 Jul 2019
Accuracy vs. Efficiency: Achieving Both through FPGA-Implementation Aware Neural Architecture Search Weiwen Jiang Xinyi Zhang E. Sha Lei Yang Qingfeng Zhuge Yiyu Shi Jiaxi Hu 39 124 0 31 Jan 2019
Supervised learning with quantum enhanced feature spaces Vojtěch Havlíček A. Córcoles K. Temme A. Harrow A. Kandala J. Chow J. Gambetta 26 1,799 0 30 Apr 2018