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Quantum Machine Intelligence最新文献

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Analyzing the effectiveness of quantum annealing with meta-learning 利用元学习分析量子退火的有效性
IF 4.1
Quantum Machine Intelligence Pub Date : 2024-07-25 DOI: 10.1007/s42484-024-00179-8
Riccardo Pellini, Maurizio Ferrari Dacrema
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引用次数: 0
SoK: quantum computing methods for machine learning optimization SoK：用于机器学习优化的量子计算方法
IF 4.1
Quantum Machine Intelligence Pub Date : 2024-07-24 DOI: 10.1007/s42484-024-00180-1
Hamza Baniata
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引用次数: 0
Evaluation of VQC-LSTM for disability forecasting in multiple sclerosis using sequential multisequence MRI 利用连续多序列磁共振成像评估 VQC-LSTM 在多发性硬化症残疾预测中的应用
IF 4.1
Quantum Machine Intelligence Pub Date : 2024-07-05 DOI: 10.1007/s42484-024-00171-2
John D Mayfield, I. E. Naqa
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引用次数: 0
Leveraging Quantum Kernel Support Vector Machine for breast cancer diagnosis from Digital Breast Tomosynthesis images 利用量子核支持向量机从数字乳腺断层合成图像诊断乳腺癌
IF 4.1
Quantum Machine Intelligence Pub Date : 2024-07-03 DOI: 10.1007/s42484-024-00170-3
Aswiga R V, Sridevi S, Indira B
{"title":"Leveraging Quantum Kernel Support Vector Machine for breast cancer diagnosis from Digital Breast Tomosynthesis images","authors":"Aswiga R V, Sridevi S, Indira B","doi":"10.1007/s42484-024-00170-3","DOIUrl":"https://doi.org/10.1007/s42484-024-00170-3","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":null,"pages":null},"PeriodicalIF":4.1,"publicationDate":"2024-07-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141682408","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
Iteration-Free quantum approximate optimization algorithm using neural networks 利用神经网络的无迭代量子近似优化算法
IF 4.1
Quantum Machine Intelligence Pub Date : 2024-07-01 DOI: 10.1007/s42484-024-00159-y
Ohad Amosy, Tamuz Danzig, Ohad Lev, E. Porat, Gal Chechik, Adi Makmal
{"title":"Iteration-Free quantum approximate optimization algorithm using neural networks","authors":"Ohad Amosy, Tamuz Danzig, Ohad Lev, E. Porat, Gal Chechik, Adi Makmal","doi":"10.1007/s42484-024-00159-y","DOIUrl":"https://doi.org/10.1007/s42484-024-00159-y","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":null,"pages":null},"PeriodicalIF":4.1,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141717127","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
Correction: Learning with density matrices and random features 更正：利用密度矩阵和随机特征学习
IF 4.8
Quantum Machine Intelligence Pub Date : 2024-05-14 DOI: 10.1007/s42484-024-00164-1
Fabio A. González, Alejandro Gallego, Santiago Toledo-Cortés, Vladimir Vargas-Calderón
{"title":"Correction: Learning with density matrices and random features","authors":"Fabio A. González, Alejandro Gallego, Santiago Toledo-Cortés, Vladimir Vargas-Calderón","doi":"10.1007/s42484-024-00164-1","DOIUrl":"https://doi.org/10.1007/s42484-024-00164-1","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":null,"pages":null},"PeriodicalIF":4.8,"publicationDate":"2024-05-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140981873","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
Exploring the features of quanvolutional neural networks for improved image classification 探索泛卷积神经网络的特征以改进图像分类
IF 4.8
Quantum Machine Intelligence Pub Date : 2024-05-13 DOI: 10.1007/s42484-024-00166-z
Tuan Hai Vu, Lawrence H. Le, The Bao Pham
{"title":"Exploring the features of quanvolutional neural networks for improved image classification","authors":"Tuan Hai Vu, Lawrence H. Le, The Bao Pham","doi":"10.1007/s42484-024-00166-z","DOIUrl":"https://doi.org/10.1007/s42484-024-00166-z","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":null,"pages":null},"PeriodicalIF":4.8,"publicationDate":"2024-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140984049","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
A parameterized quantum circuit for estimating distribution measures 用于估计分布测量的参数化量子电路
IF 4.8
Quantum Machine Intelligence Pub Date : 2024-04-23 DOI: 10.1007/s42484-024-00158-z
Or Peretz, Michal Koren
{"title":"A parameterized quantum circuit for estimating distribution measures","authors":"Or Peretz, Michal Koren","doi":"10.1007/s42484-024-00158-z","DOIUrl":"https://doi.org/10.1007/s42484-024-00158-z","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":null,"pages":null},"PeriodicalIF":4.8,"publicationDate":"2024-04-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140668854","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
Hybrid classical-quantum transfer learning for text classification 文本分类的经典-量子混合迁移学习
IF 4.8
Quantum Machine Intelligence Pub Date : 2024-03-17 DOI: 10.1007/s42484-024-00147-2
Ebrahim Ardeshir-Larijani, Mohammad Mahdi Nasiri Fatmehsari
{"title":"Hybrid classical-quantum transfer learning for text classification","authors":"Ebrahim Ardeshir-Larijani, Mohammad Mahdi Nasiri Fatmehsari","doi":"10.1007/s42484-024-00147-2","DOIUrl":"https://doi.org/10.1007/s42484-024-00147-2","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":null,"pages":null},"PeriodicalIF":4.8,"publicationDate":"2024-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140235022","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 neural networks successfully calibrate language models 量子神经网络成功校准语言模型
IF 4.8
Quantum Machine Intelligence Pub Date : 2024-02-05 DOI: 10.1007/s42484-024-00139-2
J. Neto, Lluis Quiles Ardila, Thiago Nascimento Nogueira, Felipe Albuquerque, J. P. Papa, Rodrigo Capobianco Guido, Felipe Fernandes Fanchini
{"title":"Quantum neural networks successfully calibrate language models","authors":"J. Neto, Lluis Quiles Ardila, Thiago Nascimento Nogueira, Felipe Albuquerque, J. P. Papa, Rodrigo Capobianco Guido, Felipe Fernandes Fanchini","doi":"10.1007/s42484-024-00139-2","DOIUrl":"https://doi.org/10.1007/s42484-024-00139-2","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":null,"pages":null},"PeriodicalIF":4.8,"publicationDate":"2024-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139806013","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
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