EQNAS: Evolutionary Quantum Neural Architecture Search for Image Classification.

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作者： Yangyang,Li ^[1] ; Ruijiao,Liu ^[2] ; Xiaobin,Hao ^[1] ; Ronghua,Shang ^[1] ; Peixiang,Zhao ^[1] ; Licheng,Jiao ^[1]

作者单位： Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, Xi'an 710071, China; International Research Center for Intelligent Perception and Computation, Xi'an 710071, China; Joint International Research Center for brain-like perception and cognition, Xi'an 710071, China; Collaborative Innovation Center of Quantum Information of Shaanxi Province, Xi'an 710071, China; School of Artificial Intelligence, Xidian University, Xi'an 710071, China. ^[1] Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, Xi'an 710071, China; International Research Center for Intelligent Perception and Computation, Xi'an 710071, China; Joint International Research Center for brain-like perception and cognition, Xi'an 710071, China; Collaborative Innovation Center of Quantum Information of Shaanxi Province, Xi'an 710071, China; School of Artificial Intelligence, Xidian University, Xi'an 710071, China. Electronic address: rj_liu@stu.xidian.edu.cn. ^[2]

关键词 Neural architecture search (NAS)Quantum circuits Quantum evolutionary algorithm (QEA)Quantum neural networks (QNN)

主题词算法(Algorithms);旋转(Rotation);生物进化(Biological Evolution)

DOI 10.1016/j.neunet.2023.09.040

PMID 37806140

发布时间 2023-11-13

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