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When Machine Learning Meets Quantum Computers: A Case Study

When Machine Learning Meets Quantum Computers: A Case Study

Asia and South Pacific Design Automation Conference (ASP-DAC), 2020
18 December 2020
Weiwen Jiang
Jinjun Xiong
Yiyu Shi
ArXiv (abs)PDFHTML

Papers citing "When Machine Learning Meets Quantum Computers: A Case Study"

10 / 10 papers shown
Qiskit Machine Learning: an open-source library for quantum machine learning tasks at scale on quantum hardware and classical simulators
Qiskit Machine Learning: an open-source library for quantum machine learning tasks at scale on quantum hardware and classical simulators
M. E. Sahin
Edoardo Altamura
Oscar Wallis
Stephen P. Wood
Anton Dekusar
Declan Millar
Takashi Imamichi
Atsushi Matsuo
Stefano Mensa
VLMAI4CE
246
16
0
23 May 2025
KirchhoffNet: A Scalable Ultra Fast Analog Neural Network
KirchhoffNet: A Scalable Ultra Fast Analog Neural NetworkInternational Conference on Computer Aided Design (ICCAD), 2023
Zhengqi Gao
Fan-Keng Sun
Ron Rohrer
Duane S. Boning
404
1
0
24 Oct 2023
A Novel Spatial-Temporal Variational Quantum Circuit to Enable Deep
  Learning on NISQ Devices
A Novel Spatial-Temporal Variational Quantum Circuit to Enable Deep Learning on NISQ DevicesInternational Conference on Quantum Computing and Engineering (QCE), 2023
Jinyang Li
Zhepeng Wang
Zhirui Hu
Prasanna Date
A. Li
Weiwen Jiang
252
16
0
19 Jul 2023
QuMoS: A Framework for Preserving Security of Quantum Machine Learning
  Model
QuMoS: A Framework for Preserving Security of Quantum Machine Learning ModelInternational Conference on Quantum Computing and Engineering (QCE), 2023
Zhepeng Wang
Jinyang Li
Zhirui Hu
Blake Gage
Elizabeth Iwasawa
Weiwen Jiang
341
16
0
23 Apr 2023
Review of Ansatz Designing Techniques for Variational Quantum Algorithms
Review of Ansatz Designing Techniques for Variational Quantum Algorithms
Junhan Qin
303
22
0
07 Dec 2022
Quantum Neural Network Compression
Quantum Neural Network Compression
Zhirui Hu
Zhaoyang Han
Zhepeng Wang
Youzuo Lin
Yanzhi Wang
Weiwen Jiang
GNN
415
40
0
04 Jul 2022
Exploration of Quantum Neural Architecture by Mixing Quantum Neuron
  Designs
Exploration of Quantum Neural Architecture by Mixing Quantum Neuron Designs
Zhepeng Wang
Zhiding Liang
Shangli Zhou
Caiwen Ding
Yiyu Shi
Weiwen Jiang
311
35
0
08 Sep 2021
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
Zhiding Liang
Zhepeng Wang
Junhuan Yang
Lei Yang
Jinjun Xiong
Y. Shi
Weiwen Jiang
308
40
0
08 Sep 2021
Quantum Artificial Intelligence for the Science of Climate Change
Quantum Artificial Intelligence for the Science of Climate Change
Manmeet Singh
C. Dhara
Adarsh Kumar
S. Gill
Steve Uhlig
AI4CE
320
17
0
28 Jul 2021
Hardware/Software Co-Exploration of Neural Architectures
Hardware/Software Co-Exploration of Neural ArchitecturesIEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), 2019
Weiwen Jiang
Lei Yang
E. Sha
Qingfeng Zhuge
Shouzhen Gu
Sakyasingha Dasgupta
Yiyu Shi
Jiaxi Hu
517
140
0
06 Jul 2019
1
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