Pub Date : 2021-11-15DOI: 10.1007/s42484-021-00056-8
Leonardo Alchieri, Davide Badalotti, Pietro Bonardi, Simone Bianco
{"title":"An introduction to quantum machine learning: from quantum logic to quantum deep learning","authors":"Leonardo Alchieri, Davide Badalotti, Pietro Bonardi, Simone Bianco","doi":"10.1007/s42484-021-00056-8","DOIUrl":"https://doi.org/10.1007/s42484-021-00056-8","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":" ","pages":""},"PeriodicalIF":4.8,"publicationDate":"2021-11-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47847010","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}
Pub Date : 2021-11-09DOI: 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}
Pub Date : 2021-10-27DOI: 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}
Pub Date : 2021-09-26DOI: 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}