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Quantum Machine Intelligence最新文献

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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
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
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引用次数: 7
Optimisation-free density estimation and classification with quantum circuits 用量子电路进行无优化密度估计和分类
IF 4.8
Quantum Machine Intelligence Pub Date : 2022-03-28 DOI: 10.1007/s42484-022-00074-0
Vladimir Vargas-Calder'on, Fabio A. Gonz'alez, H. Vinck-Posada
{"title":"Optimisation-free density estimation and classification with quantum circuits","authors":"Vladimir Vargas-Calder'on, Fabio A. Gonz'alez, H. Vinck-Posada","doi":"10.1007/s42484-022-00074-0","DOIUrl":"https://doi.org/10.1007/s42484-022-00074-0","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":" ","pages":""},"PeriodicalIF":4.8,"publicationDate":"2022-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45581595","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
Feature selection on quantum computers 量子计算机的特征选择
IF 4.8
Quantum Machine Intelligence Pub Date : 2022-03-24 DOI: 10.1007/s42484-023-00099-z
Sascha Mucke, R. Heese, Sabine Muller, M. Wolter, N. Piatkowski
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引用次数: 7
A hybrid quantum image edge detector for the NISQ era NISQ时代的混合量子图像边缘检测器
IF 4.8
Quantum Machine Intelligence Pub Date : 2022-03-22 DOI: 10.1007/s42484-022-00071-3
Alexander Geng, A. Moghiseh, C. Redenbach, K. Schladitz
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引用次数: 4
Policy gradients using variational quantum circuits 使用变分量子电路的策略梯度
IF 4.8
Quantum Machine Intelligence Pub Date : 2022-03-20 DOI: 10.1007/s42484-023-00101-8
André Sequeira, L. Santos, L. S. Barbosa
{"title":"Policy gradients using variational quantum circuits","authors":"André Sequeira, L. Santos, L. S. Barbosa","doi":"10.1007/s42484-023-00101-8","DOIUrl":"https://doi.org/10.1007/s42484-023-00101-8","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":" ","pages":""},"PeriodicalIF":4.8,"publicationDate":"2022-03-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45428949","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
Boosting the performance of quantum annealers using machine learning 利用机器学习提高量子退火炉的性能
IF 4.8
Quantum Machine Intelligence Pub Date : 2022-03-04 DOI: 10.1007/s42484-022-00092-y
Jure Brence, D. Mihailovic, V. Kabanov, L. Todorovski, S. Džeroski, Jaka Vodeb
{"title":"Boosting the performance of quantum annealers using machine learning","authors":"Jure Brence, D. Mihailovic, V. Kabanov, L. Todorovski, S. Džeroski, Jaka Vodeb","doi":"10.1007/s42484-022-00092-y","DOIUrl":"https://doi.org/10.1007/s42484-022-00092-y","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":" ","pages":"1-11"},"PeriodicalIF":4.8,"publicationDate":"2022-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47526612","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
Quantum reinforcement learning via policy iteration 基于策略迭代的量子强化学习
IF 4.8
Quantum Machine Intelligence Pub Date : 2022-03-03 DOI: 10.1007/s42484-023-00116-1
El Amine Cherrat, Iordanis Kerenidis, A. Prakash
{"title":"Quantum reinforcement learning via policy iteration","authors":"El Amine Cherrat, Iordanis Kerenidis, A. Prakash","doi":"10.1007/s42484-023-00116-1","DOIUrl":"https://doi.org/10.1007/s42484-023-00116-1","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":" ","pages":""},"PeriodicalIF":4.8,"publicationDate":"2022-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44216681","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
Estimating the degree of non-Markovianity using variational quantum circuits 用变分量子电路估计非马尔可夫性的程度
IF 4.8
Quantum Machine Intelligence Pub Date : 2022-02-28 DOI: 10.1007/s42484-023-00120-5
H. T. Dinani, Diego Tancara, F. Fanchini, A. Norambuena, R. Coto
{"title":"Estimating the degree of non-Markovianity using variational quantum circuits","authors":"H. T. Dinani, Diego Tancara, F. Fanchini, A. Norambuena, R. Coto","doi":"10.1007/s42484-023-00120-5","DOIUrl":"https://doi.org/10.1007/s42484-023-00120-5","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":" ","pages":""},"PeriodicalIF":4.8,"publicationDate":"2022-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42599238","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: 0
Quantum convolutional neural network for classical data classification 用于经典数据分类的量子卷积神经网络
IF 4.8
Quantum Machine Intelligence Pub Date : 2022-02-10 DOI: 10.1007/s42484-021-00061-x
Tak Hur, Leeseok Kim, D. Park
{"title":"Quantum convolutional neural network for classical data classification","authors":"Tak Hur, Leeseok Kim, D. Park","doi":"10.1007/s42484-021-00061-x","DOIUrl":"https://doi.org/10.1007/s42484-021-00061-x","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":" ","pages":""},"PeriodicalIF":4.8,"publicationDate":"2022-02-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42348020","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
Using Shor’s algorithm on near term Quantum computers: a reduced version 在近期量子计算机上使用肖尔算法:简化版
IF 4.8
Quantum Machine Intelligence Pub Date : 2021-12-23 DOI: 10.1007/s42484-022-00072-2
M. Rossi, Luca Asproni, D. Caputo, S. Rossi, Alice Cusinato, Remo Marini, Andrea Agosti, Marco Magagnini
{"title":"Using Shor’s algorithm on near term Quantum computers: a reduced version","authors":"M. Rossi, Luca Asproni, D. Caputo, S. Rossi, Alice Cusinato, Remo Marini, Andrea Agosti, Marco Magagnini","doi":"10.1007/s42484-022-00072-2","DOIUrl":"https://doi.org/10.1007/s42484-022-00072-2","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":" ","pages":""},"PeriodicalIF":4.8,"publicationDate":"2021-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43570171","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
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