Quantum Neural Network Compression

Model compression, such as pruning and quantization, has been widely applied to optimize neural networks on resource-limited classical devices. Recently, there are growing interest in variational quantum circuits (VQC), that is, a type of neural network on quantum computers (a.k.a., quantum neural n...

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Bibliographic Details

Published in:	2022 IEEE/ACM International Conference On Computer Aided Design (ICCAD) pp. 1 - 9
Main Authors:	Hu, Zhirui, Dong, Peiyan, Wang, Zhepeng, Lin, Youzuo, Wang, Yanzhi, Jiang, Weiwen
Format:	Conference Proceeding
Language:	English
Published:	ACM 29.10.2022
Subjects:	Machine learning Neural network compression Neural networks Noise measurement Quantization (signal) Qubit Robustness
ISSN:	1558-2434
Online Access:	Get full text
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