Quantum Machine Intelligence最新文献

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Hybrid classical-quantum autoencoder for anomaly detection 用于异常检测的混合经典量子自动编码器
IF 4.8
Quantum Machine Intelligence Pub Date : 2021-12-16 DOI: 10.1007/s42484-022-00075-z
Alona Sakhnenko, Corey O’Meara, Kumar Ghosh, C. Mendl, G. Cortiana, Juan Bernab'e-Moreno
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引用次数: 5
Learning classical readout quantum PUFs based on single-qubit gates 基于单量子比特门的经典读出量子PUF学习
IF 4.8
Quantum Machine Intelligence Pub Date : 2021-12-13 DOI: 10.1007/s42484-022-00073-1
Anna Pappa, Niklas Pirnay, Jean-Pierre Seifert
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引用次数: 4
Computing graph edit distance on quantum devices 计算量子器件上的图形编辑距离
IF 4.8
Quantum Machine Intelligence Pub Date : 2021-11-19 DOI: 10.1007/s42484-022-00077-x
Massimiliano Incudini, Fabio Tarocco, R. Mengoni, Alessandra Di Pierro, Antonio Mandarino
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引用次数: 1
An introduction to quantum machine learning: from quantum logic to quantum deep learning 量子机器学习导论:从量子逻辑到量子深度学习
IF 4.8
Quantum Machine Intelligence Pub Date : 2021-11-15 DOI: 10.1007/s42484-021-00056-8
Leonardo Alchieri, Davide Badalotti, Pietro Bonardi, Simone Bianco
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引用次数: 24
Mode connectivity in the loss landscape of parameterized quantum circuits 参数化量子电路损耗景观中的模式连接性
IF 4.8
Quantum Machine Intelligence Pub Date : 2021-11-09 DOI: 10.1007/s42484-021-00059-5
Kathleen E. Hamilton, E. Lynn, R. Pooser
{"title":"Mode connectivity in the loss landscape of parameterized quantum circuits","authors":"Kathleen E. Hamilton, E. Lynn, R. Pooser","doi":"10.1007/s42484-021-00059-5","DOIUrl":"https://doi.org/10.1007/s42484-021-00059-5","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":"3 1","pages":""},"PeriodicalIF":4.8,"publicationDate":"2021-11-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41290615","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Subtleties in the trainability of quantum machine learning models 量子机器学习模型可训练性的细微之处
IF 4.8
Quantum Machine Intelligence Pub Date : 2021-10-27 DOI: 10.1007/s42484-023-00103-6
Supanut Thanasilp, Samson Wang, Nhat A. Nghiem, Patrick J. Coles, M. Cerezo
{"title":"Subtleties in the trainability of quantum machine learning models","authors":"Supanut Thanasilp, Samson Wang, Nhat A. Nghiem, Patrick J. Coles, M. Cerezo","doi":"10.1007/s42484-023-00103-6","DOIUrl":"https://doi.org/10.1007/s42484-023-00103-6","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":" ","pages":""},"PeriodicalIF":4.8,"publicationDate":"2021-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44175485","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 30
Quantum boosting using domain-partitioning hypotheses 使用域划分假设的量子增强
IF 4.8
Quantum Machine Intelligence Pub Date : 2021-10-25 DOI: 10.1007/s42484-023-00122-3
Debajyoti Bera, Sagnik Chatterjee
{"title":"Quantum boosting using domain-partitioning hypotheses","authors":"Debajyoti Bera, Sagnik Chatterjee","doi":"10.1007/s42484-023-00122-3","DOIUrl":"https://doi.org/10.1007/s42484-023-00122-3","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":"5 1","pages":""},"PeriodicalIF":4.8,"publicationDate":"2021-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43406244","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Training Gaussian boson sampling by quantum machine learning 用量子机器学习训练高斯玻色子采样
IF 4.8
Quantum Machine Intelligence Pub Date : 2021-10-13 DOI: 10.1007/s42484-021-00052-y
C. Conti
{"title":"Training Gaussian boson sampling by quantum machine learning","authors":"C. Conti","doi":"10.1007/s42484-021-00052-y","DOIUrl":"https://doi.org/10.1007/s42484-021-00052-y","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":"43 1","pages":""},"PeriodicalIF":4.8,"publicationDate":"2021-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78553002","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
A quantum generative adversarial network for distributions 分布的量子生成对抗网络
IF 4.8
Quantum Machine Intelligence Pub Date : 2021-10-04 DOI: 10.1007/s42484-022-00083-z
Amine Assouel, A. Jacquier, A. Kondratyev
{"title":"A quantum generative adversarial network for distributions","authors":"Amine Assouel, A. Jacquier, A. Kondratyev","doi":"10.1007/s42484-022-00083-z","DOIUrl":"https://doi.org/10.1007/s42484-022-00083-z","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":"4 1","pages":"1-19"},"PeriodicalIF":4.8,"publicationDate":"2021-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47738879","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 8
Hybrid quantum classical graph neural networks for particle track reconstruction 粒子轨迹重建的混合量子经典图神经网络
IF 4.8
Quantum Machine Intelligence Pub Date : 2021-09-26 DOI: 10.1007/s42484-021-00055-9
Cenk Tüysüz, C. Rieger, Kristiane Novotny, B. Demirköz, D. Dobos, K. Potamianos, S. Vallecorsa, J. Vlimant, Richard Forster
{"title":"Hybrid quantum classical graph neural networks for particle track reconstruction","authors":"Cenk Tüysüz, C. Rieger, Kristiane Novotny, B. Demirköz, D. Dobos, K. Potamianos, S. Vallecorsa, J. Vlimant, Richard Forster","doi":"10.1007/s42484-021-00055-9","DOIUrl":"https://doi.org/10.1007/s42484-021-00055-9","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":" ","pages":""},"PeriodicalIF":4.8,"publicationDate":"2021-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48709858","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 32
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