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Data re-uploading with a single qudit 使用单个quit重新上传数据
IF 4.8
Quantum Machine Intelligence Pub Date : 2023-02-27 DOI: 10.1007/s42484-023-00125-0
Noah L. Wach, Manuel S. Rudolph, F. Jendrzejewski, Sebastian Schmitt
{"title":"Data re-uploading with a single qudit","authors":"Noah L. Wach, Manuel S. Rudolph, F. Jendrzejewski, Sebastian Schmitt","doi":"10.1007/s42484-023-00125-0","DOIUrl":"https://doi.org/10.1007/s42484-023-00125-0","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":null,"pages":null},"PeriodicalIF":4.8,"publicationDate":"2023-02-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45673488","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
Stationary states of a dissipative two-qubit quantum channel and their applications for quantum machine learning 耗散双量子位量子通道的稳态及其在量子机器学习中的应用
IF 4.8
Quantum Machine Intelligence Pub Date : 2023-02-25 DOI: 10.1007/s42484-023-00096-2
E. Ghasemian
{"title":"Stationary states of a dissipative two-qubit quantum channel and their applications for quantum machine learning","authors":"E. Ghasemian","doi":"10.1007/s42484-023-00096-2","DOIUrl":"https://doi.org/10.1007/s42484-023-00096-2","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":null,"pages":null},"PeriodicalIF":4.8,"publicationDate":"2023-02-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48003423","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
Equivariant quantum graph circuits: constructions for universal approximation over graphs 等变量子图电路:图上普遍逼近的构造
IF 4.8
Quantum Machine Intelligence Pub Date : 2023-01-24 DOI: 10.1007/s42484-022-00086-w
Péter Mernyei, K. Meichanetzidis, I. Ceylan
{"title":"Equivariant quantum graph circuits: constructions for universal approximation over graphs","authors":"Péter Mernyei, K. Meichanetzidis, I. Ceylan","doi":"10.1007/s42484-022-00086-w","DOIUrl":"https://doi.org/10.1007/s42484-022-00086-w","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":null,"pages":null},"PeriodicalIF":4.8,"publicationDate":"2023-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47831156","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: 15
Meta-variational quantum Monte Carlo 元变分量子蒙特卡罗
IF 4.8
Quantum Machine Intelligence Pub Date : 2023-01-22 DOI: 10.1007/s42484-022-00094-w
Tianchen Zhao, J. Stokes, S. Veerapaneni
{"title":"Meta-variational quantum Monte Carlo","authors":"Tianchen Zhao, J. Stokes, S. Veerapaneni","doi":"10.1007/s42484-022-00094-w","DOIUrl":"https://doi.org/10.1007/s42484-022-00094-w","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":null,"pages":null},"PeriodicalIF":4.8,"publicationDate":"2023-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46955975","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
Faster quantum state decomposition with Tucker tensor approximation 基于Tucker张量近似的更快量子态分解
IF 4.8
Quantum Machine Intelligence Pub Date : 2023-01-01 DOI: 10.1007/s42484-023-00113-4
Stanislav Protasov, M. Lisnichenko
{"title":"Faster quantum state decomposition with Tucker tensor approximation","authors":"Stanislav Protasov, M. Lisnichenko","doi":"10.1007/s42484-023-00113-4","DOIUrl":"https://doi.org/10.1007/s42484-023-00113-4","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":null,"pages":null},"PeriodicalIF":4.8,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"52709379","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
SARS-CoV-2 spike and ACE2 entanglement-like binding. SARS-CoV-2刺突和ACE2缠结样结合。
IF 4.8
Quantum Machine Intelligence Pub Date : 2023-01-01 DOI: 10.1007/s42484-023-00098-0
Massimo Pregnolato, Paola Zizzi
{"title":"SARS-CoV-2 spike and ACE2 entanglement-like binding.","authors":"Massimo Pregnolato,&nbsp;Paola Zizzi","doi":"10.1007/s42484-023-00098-0","DOIUrl":"https://doi.org/10.1007/s42484-023-00098-0","url":null,"abstract":"<p><p>We describe the binding between the glycoprotein Spike of SARS-CoV-2 and the human host cell receptor ACE2 as a quantum circuit, comprising the one-qubit Hadamard quantum logic gate performing the quantum superposition of the S<sub>1</sub> subunit of the Spike protein, and the two-qubit quantum logic gate CNOT, which performs maximum entanglement between the Spike-qubit S<sub>1</sub> and the ACE2 receptor protein. Also, we consider two strategies to prevent the binding process between the Spike-qubit S<sub>1</sub> and the ACE2 receptor. The first one is the use of competitive peptidomimetic inhibitors that can selectively bind to the receptor binding domain (RBD) of the Spike glycoprotein with much higher affinity than the cell surface receptor itself. These inhibitors are targeted to the CNOT quantum logic gate and will get maximally entangled with the S<sub>1</sub> qubit in place of the natural ACE2 receptor. The second one is to use covalent inhibitors, which will destroy S<sub>1</sub> by acting as a projective quantum measurement. Finally, the conjecture that S<sub>1</sub> is a quantum bio-robot is formulated.</p>","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":null,"pages":null},"PeriodicalIF":4.8,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9882746/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9215160","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Quantum image representation: a review 量子图像表示:综述
IF 4.8
Quantum Machine Intelligence Pub Date : 2022-12-26 DOI: 10.1007/s42484-022-00089-7
M. Lisnichenko, Stanislav Protasov
{"title":"Quantum image representation: a review","authors":"M. Lisnichenko, Stanislav Protasov","doi":"10.1007/s42484-022-00089-7","DOIUrl":"https://doi.org/10.1007/s42484-022-00089-7","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":null,"pages":null},"PeriodicalIF":4.8,"publicationDate":"2022-12-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47902643","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
An invitation to distributed quantum neural networks 分布式量子神经网络的邀请
IF 4.8
Quantum Machine Intelligence Pub Date : 2022-11-14 DOI: 10.1007/s42484-023-00114-3
Lirande Pira, C. Ferrie
{"title":"An invitation to distributed quantum neural networks","authors":"Lirande Pira, C. Ferrie","doi":"10.1007/s42484-023-00114-3","DOIUrl":"https://doi.org/10.1007/s42484-023-00114-3","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":null,"pages":null},"PeriodicalIF":4.8,"publicationDate":"2022-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42785267","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
The effect of the processing and measurement operators on the expressive power of quantum models 处理和测量算子对量子模型表达能力的影响
IF 4.8
Quantum Machine Intelligence Pub Date : 2022-11-06 DOI: 10.1007/s42484-023-00109-0
A. Gratsea, Patrick Huembeli
{"title":"The effect of the processing and measurement operators on the expressive power of quantum models","authors":"A. Gratsea, Patrick Huembeli","doi":"10.1007/s42484-023-00109-0","DOIUrl":"https://doi.org/10.1007/s42484-023-00109-0","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":null,"pages":null},"PeriodicalIF":4.8,"publicationDate":"2022-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42449564","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
Correction to: Mixer‑phaser ansätze for quantum optimization with hard constraints 更正：用于具有硬约束的量子优化的Mixer‑phaser ansätze
IF 4.8
Quantum Machine Intelligence Pub Date : 2022-10-26 DOI: 10.1007/s42484-022-00085-x
Ryan LaRose, Eleanor Riefel, D. Venturelli
{"title":"Correction to: Mixer‑phaser ansätze for quantum optimization with hard constraints","authors":"Ryan LaRose, Eleanor Riefel, D. Venturelli","doi":"10.1007/s42484-022-00085-x","DOIUrl":"https://doi.org/10.1007/s42484-022-00085-x","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":null,"pages":null},"PeriodicalIF":4.8,"publicationDate":"2022-10-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48012963","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
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