A Co-Design Framework of Neural Networks and Quantum Circuits Towards
Quantum Advantage

A Co-Design Framework of Neural Networks and Quantum Circuits Towards Quantum Advantage

26 June 2020

Jinjun Xiong

Papers citing "A Co-Design Framework of Neural Networks and Quantum Circuits Towards Quantum Advantage"

11 / 11 papers shown

Title
Diffusion-Inspired Quantum Noise Mitigation in Parameterized Quantum Circuits Hoang-Quan Nguyen Xuan-Bac Nguyen Samuel Yen-Chi Chen Hugh Churchill Nicholas Borys Samee U. Khan Khoa Luu DiffM 37 5 0 02 Jun 2024
A Novel Spatial-Temporal Variational Quantum Circuit to Enable Deep Learning on NISQ Devices Jinyang Li Zhepeng Wang Zhirui Hu Prasanna Date A. Li Weiwen Jiang 32 10 0 19 Jul 2023
Quantum Neural Network for Quantum Neural Computing Min-Gang Zhou Zhi-Ping Liu Hua‐Lei Yin Chen-Long Li Tong Xu Zeng-Bing Chen 27 39 0 15 May 2023
QuCNN : A Quantum Convolutional Neural Network with Entanglement Based Backpropagation S. Stein Y. Mao James Ang A. Li 37 9 0 11 Oct 2022
Quantum Neural Network Compression Zhirui Hu Peiyan Dong Zhepeng Wang Youzuo Lin Yanzhi Wang Weiwen Jiang GNN 27 28 0 04 Jul 2022
Roadmap on Signal Processing for Next Generation Measurement Systems D. Iakovidis M. Ooi Y. Kuang S. Demidenko A. Shestakov ... S. Kamnis K. Delibasis Dong Wang Jianjing Zhang R. X. Gao AI4TS 21 20 0 03 Nov 2021
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 27 64 0 21 Oct 2021
Can Noise on Qubits Be Learned in Quantum Neural Network? A Case Study on QuantumFlow Zhiding Liang Zhepeng Wang Junhuan Yang Lei Yang Jinjun Xiong Y. Shi Weiwen Jiang 38 37 0 08 Sep 2021
Quantum Artificial Intelligence for the Science of Climate Change Manmeet Singh C. Dhara Adarsh Kumar S. Gill Steve Uhlig AI4CE 19 15 0 28 Jul 2021
RGB Image Classification with Quantum Convolutional Ansaetze Yu Jing Xiaogang Li Yang Yang Chonghang Wu Wenbing Fu Wei Hu Xiaogang Li Huan Xu 25 24 0 23 Jul 2021
Enabling Design Methodologies and Future Trends for Edge AI: Specialization and Co-design Cong Hao Jordan Dotzel Jinjun Xiong Luca Benini Zhiru Zhang Deming Chen 58 34 0 25 Mar 2021