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Quantum Machine Intelligence最新文献

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Semi-supervised time series classification method for quantum computing 量子计算的半监督时间序列分类方法
IF 4.8
Quantum Machine Intelligence Pub Date : 2020-06-19 DOI: 10.1007/s42484-021-00042-0
S. Yarkoni, A. Kleshchonok, Yury Dzerin, F. Neukart, M. Hilbert
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引用次数: 3
Analysis and synthesis of feature map for kernel-based quantum classifier 基于核的量子分类器特征映射的分析与综合
IF 4.8
Quantum Machine Intelligence Pub Date : 2020-06-01 DOI: 10.1007/s42484-020-00020-y
Yudai Suzuki, Hiroshi Yano, Qi Gao, Shumpei Uno, Tomoki Tanaka, Manato Akiyama, Naoki Yamamoto
{"title":"Analysis and synthesis of feature map for kernel-based quantum classifier","authors":"Yudai Suzuki, Hiroshi Yano, Qi Gao, Shumpei Uno, Tomoki Tanaka, Manato Akiyama, Naoki Yamamoto","doi":"10.1007/s42484-020-00020-y","DOIUrl":"https://doi.org/10.1007/s42484-020-00020-y","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":null,"pages":null},"PeriodicalIF":4.8,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s42484-020-00020-y","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"52708859","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
K-spin Hamiltonian for quantum-resolvable Markov decision processes 量子可分辨Markov决策过程的K自旋哈密顿量
IF 4.8
Quantum Machine Intelligence Pub Date : 2020-04-13 DOI: 10.1007/s42484-020-00026-6
E. Jones, P. Graf, E. Kapit, W. Jones
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引用次数: 2
Methods for accelerating geospatial data processing using quantum computers 使用量子计算机加速地理空间数据处理的方法
IF 4.8
Quantum Machine Intelligence Pub Date : 2020-04-07 DOI: 10.1007/s42484-020-00034-6
Maxwell P. Henderson, Jarred Gallina, M. Brett
{"title":"Methods for accelerating geospatial data processing using quantum computers","authors":"Maxwell P. Henderson, Jarred Gallina, M. Brett","doi":"10.1007/s42484-020-00034-6","DOIUrl":"https://doi.org/10.1007/s42484-020-00034-6","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":null,"pages":null},"PeriodicalIF":4.8,"publicationDate":"2020-04-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s42484-020-00034-6","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47533784","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: 23
Evaluation of parameterized quantum circuits: on the relation between classification accuracy, expressibility, and entangling capability 参数化量子电路的评估：分类精度、可表达性和纠缠能力之间的关系
IF 4.8
Quantum Machine Intelligence Pub Date : 2020-03-22 DOI: 10.1007/s42484-021-00038-w
T. Hubregtsen, Josef Pichlmeier, Patrick Stecher, K. Bertels
{"title":"Evaluation of parameterized quantum circuits: on the relation between classification accuracy, expressibility, and entangling capability","authors":"T. Hubregtsen, Josef Pichlmeier, Patrick Stecher, K. Bertels","doi":"10.1007/s42484-021-00038-w","DOIUrl":"https://doi.org/10.1007/s42484-021-00038-w","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":null,"pages":null},"PeriodicalIF":4.8,"publicationDate":"2020-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s42484-021-00038-w","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42486966","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: 56
Layerwise learning for quantum neural networks 量子神经网络的分层学习
IF 4.8
Quantum Machine Intelligence Pub Date : 2020-03-02 DOI: 10.1007/s42484-020-00036-4
Andrea Skolik, J. McClean, M. Mohseni, Patrick van der Smagt, M. Leib
{"title":"Layerwise learning for quantum neural networks","authors":"Andrea Skolik, J. McClean, M. Mohseni, Patrick van der Smagt, M. Leib","doi":"10.1007/s42484-020-00036-4","DOIUrl":"https://doi.org/10.1007/s42484-020-00036-4","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":null,"pages":null},"PeriodicalIF":4.8,"publicationDate":"2020-03-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s42484-020-00036-4","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47869264","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: 200
Quanvolutional neural networks: powering image recognition with quantum circuits 量子神经网络:用量子电路驱动图像识别
IF 4.8
Quantum Machine Intelligence Pub Date : 2020-02-27 DOI: 10.1007/s42484-020-00012-y
Maxwell P. Henderson, Samriddhi Shakya, S. Pradhan, Tristan Cook
{"title":"Quanvolutional neural networks: powering image recognition with quantum circuits","authors":"Maxwell P. Henderson, Samriddhi Shakya, S. Pradhan, Tristan Cook","doi":"10.1007/s42484-020-00012-y","DOIUrl":"https://doi.org/10.1007/s42484-020-00012-y","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":null,"pages":null},"PeriodicalIF":4.8,"publicationDate":"2020-02-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s42484-020-00012-y","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"52708685","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: 177
Quantum bandits 量子土匪
IF 4.8
Quantum Machine Intelligence Pub Date : 2020-02-15 DOI: 10.1007/s42484-020-00024-8
Balthazar Casal'e, G. Di Molfetta, H. Kadri, L. Ralaivola
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引用次数: 20
Pseudo-dimension of quantum circuits 量子电路的伪维
IF 4.8
Quantum Machine Intelligence Pub Date : 2020-02-04 DOI: 10.1007/s42484-020-00027-5
Matthias C. Caro, Ishaun Datta
{"title":"Pseudo-dimension of quantum circuits","authors":"Matthias C. Caro, Ishaun Datta","doi":"10.1007/s42484-020-00027-5","DOIUrl":"https://doi.org/10.1007/s42484-020-00027-5","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":null,"pages":null},"PeriodicalIF":4.8,"publicationDate":"2020-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s42484-020-00027-5","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42436400","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: 36
Quantum learning with noise and decoherence: a robust quantum neural network 具有噪声和退相干的量子学习:一个鲁棒量子神经网络
IF 4.8
Quantum Machine Intelligence Pub Date : 2020-01-31 DOI: 10.1007/s42484-020-00013-x
N. Nguyen, E. Behrman, J. Steck
{"title":"Quantum learning with noise and decoherence: a robust quantum neural network","authors":"N. Nguyen, E. Behrman, J. Steck","doi":"10.1007/s42484-020-00013-x","DOIUrl":"https://doi.org/10.1007/s42484-020-00013-x","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":null,"pages":null},"PeriodicalIF":4.8,"publicationDate":"2020-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s42484-020-00013-x","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45701932","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: 20
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