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Quantum Machine Intelligence最新文献

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Quantum computing for a profusion of postman problem variants 大量邮差问题变体的量子计算
IF 4.8 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Quantum Machine Intelligence
Pub Date : 2022-08-17 DOI: 10.1007/s42484-023-00111-6
Joel E. Pion, C. Negre, S. Mniszewski
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引用次数: 1
Pairwise classification using quantum support vector machine with Kronecker kernel 基于Kronecker核的量子支持向量机的成对分类
IF 4.8 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Quantum Machine Intelligence
Pub Date : 2022-08-15 DOI: 10.1007/s42484-022-00082-0
Taisei Nohara, Satoshi Oyama, I. Noda
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引用次数: 0
Deep tensor networks with matrix product operators 具有矩阵乘积算子的深度张量网络
IF 4.8 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Quantum Machine Intelligence
Pub Date : 2022-08-01 DOI: 10.1007/s42484-022-00081-1
Bojan Žunkovič
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引用次数: 2
Quantum density peak clustering 量子密度峰聚类
IF 4.8 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Quantum Machine Intelligence
Pub Date : 2022-07-21 DOI: 10.1007/s42484-022-00090-0
D. Magano, L. Buffoni, Yasser Omar
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引用次数: 1
Quantum Metropolis Solver: a quantum walks approach to optimization problems 量子都市解算器：优化问题的量子行走方法
IF 4.8 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Quantum Machine Intelligence
Pub Date : 2022-07-13 DOI: 10.1007/s42484-023-00119-y
Roberto Campos, Pablo Antonio Moreno Casares, M. Martin-Delgado
{"title":"Quantum Metropolis Solver: a quantum walks approach to optimization problems","authors":"Roberto Campos, Pablo Antonio Moreno Casares, M. Martin-Delgado","doi":"10.1007/s42484-023-00119-y","DOIUrl":"https://doi.org/10.1007/s42484-023-00119-y","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":" ","pages":""},"PeriodicalIF":4.8,"publicationDate":"2022-07-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44755135","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: 4
Rapid training of quantum recurrent neural networks 量子递归神经网络的快速训练
IF 4.8 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Quantum Machine Intelligence
Pub Date : 2022-07-01 DOI: 10.1007/s42484-023-00117-0
M. Siemaszko, A. Buraczewski, B. L. Saux, Magdalena Stobi'nska
{"title":"Rapid training of quantum recurrent neural networks","authors":"M. Siemaszko, A. Buraczewski, B. L. Saux, Magdalena Stobi'nska","doi":"10.1007/s42484-023-00117-0","DOIUrl":"https://doi.org/10.1007/s42484-023-00117-0","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":" ","pages":""},"PeriodicalIF":4.8,"publicationDate":"2022-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44236771","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
Classical splitting of parametrized quantum circuits 参数化量子电路的经典分裂
IF 4.8 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Quantum Machine Intelligence
Pub Date : 2022-06-20 DOI: 10.1007/s42484-023-00118-z
Cenk Tüysüz, Giuseppe Clemente, A. Crippa, T. Hartung, S. Kuhn, K. Jansen
{"title":"Classical splitting of parametrized quantum circuits","authors":"Cenk Tüysüz, Giuseppe Clemente, A. Crippa, T. Hartung, S. Kuhn, K. Jansen","doi":"10.1007/s42484-023-00118-z","DOIUrl":"https://doi.org/10.1007/s42484-023-00118-z","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":" ","pages":""},"PeriodicalIF":4.8,"publicationDate":"2022-06-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46393864","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: 5
Overfitting in quantum machine learning and entangling dropout 量子机器学习中的过拟合与纠缠辍学
IF 4.8 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Quantum Machine Intelligence
Pub Date : 2022-05-23 DOI: 10.1007/s42484-022-00087-9
Masahiro Kobayashi, Kouhei Nakaji, N. Yamamoto
{"title":"Overfitting in quantum machine learning and entangling dropout","authors":"Masahiro Kobayashi, Kouhei Nakaji, N. Yamamoto","doi":"10.1007/s42484-022-00087-9","DOIUrl":"https://doi.org/10.1007/s42484-022-00087-9","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":"4 1","pages":"1-9"},"PeriodicalIF":4.8,"publicationDate":"2022-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49142849","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: 7
Dimension-adaptive machine learning-based quantum state reconstruction 基于维度自适应机器学习的量子态重构
IF 4.8 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Quantum Machine Intelligence
Pub Date : 2022-05-11 DOI: 10.1007/s42484-022-00088-8
Sanjaya Lohani, Sangita Regmi, J. Lukens, R. Glasser, T. Searles, B. Kirby
{"title":"Dimension-adaptive machine learning-based quantum state reconstruction","authors":"Sanjaya Lohani, Sangita Regmi, J. Lukens, R. Glasser, T. Searles, B. Kirby","doi":"10.1007/s42484-022-00088-8","DOIUrl":"https://doi.org/10.1007/s42484-022-00088-8","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":"5 1","pages":""},"PeriodicalIF":4.8,"publicationDate":"2022-05-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41420394","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
Quantum neural network autoencoder and classifier applied to an industrial case study 量子神经网络自动编码器和分类器在工业案例中的应用
IF 4.8 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Quantum Machine Intelligence
Pub Date : 2022-05-09 DOI: 10.1007/s42484-022-00070-4
Stefano Mangini, A. Marruzzo, M. Piantanida, D. Gerace, D. Bajoni, C. Macchiavello
{"title":"Quantum neural network autoencoder and classifier applied to an industrial case study","authors":"Stefano Mangini, A. Marruzzo, M. Piantanida, D. Gerace, D. Bajoni, C. Macchiavello","doi":"10.1007/s42484-022-00070-4","DOIUrl":"https://doi.org/10.1007/s42484-022-00070-4","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":" ","pages":""},"PeriodicalIF":4.8,"publicationDate":"2022-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43854716","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: 7
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