Zobrazeno 1 - 10
of 58
pro vyhledávání: '"Roberto LEPORINI"'
Autor:
Roberto Leporini, Davide Pastorello
Publikováno v:
Quantum Reports, Vol 4, Iss 4, Pp 434-441 (2022)
In quantum machine learning, feature vectors are encoded into quantum states. Measurements for the discrimination of states are useful tools for classification problems. Classification algorithms inspired by quantum state discrimination have recently
Externí odkaz:
https://doaj.org/article/854bfa8f6ea84175a750d233d99ffb51
Autor:
Roberto Leporini, Davide Pastorello
Publikováno v:
Scientific Reports, Vol 12, Iss 1, Pp 1-13 (2022)
Abstract Optimal measurements for the discrimination of quantum states are useful tools for classification problems. In order to exploit the potential of quantum computers, feature vectors have to be encoded into quantum states represented by density
Externí odkaz:
https://doaj.org/article/991055c1fd374643bbe48d1442fdade7
Autor:
Roberto Leporini, Davide Pastorello
Publikováno v:
Quantum Reports, Vol 3, Iss 3, Pp 482-499 (2021)
We analyze possible connections between quantum-inspired classifications and support vector machines. Quantum state discrimination and optimal quantum measurement are useful tools for classification problems. In order to use these tools, feature vect
Externí odkaz:
https://doaj.org/article/479ebbfb069d48ac9fc8be8295fd1f14
Autor:
Cesarino Bertini, Roberto Leporini
Publikováno v:
Entropy, Vol 25, Iss 3, p 404 (2023)
In the context of quantum-inspired machine learning, quantum state discrimination is a useful tool for classification problems. We implement a local approach combining the k-nearest neighbors algorithm with some quantum-inspired classifiers. We compa
Externí odkaz:
https://doaj.org/article/093b9f1b017e4e56a98d601b8e6ae413
Autor:
Roberto Leporini
Publikováno v:
Entropy, Vol 23, Iss 6, p 735 (2021)
We consider a semantics based on the peculiar holistic features of the quantum formalism. Any formula of the language gives rise to a quantum circuit that transforms the density operator associated to the formula into the density operator associated
Externí odkaz:
https://doaj.org/article/9a40cfd0d2c24e73aa682eff6915d4d6
Autor:
Maria Luisa Dalla Chiara, Hector Freytes, Roberto Giuntini, Roberto Leporini, Giuseppe Sergioli
Publikováno v:
Entropy, Vol 20, Iss 11, p 837 (2018)
Quantum computation theory has inspired new forms of quantum logic, called quantum computational logics, where formulas are supposed to denote pieces of quantum information, while logical connectives are interpreted as special examples of quantum log
Externí odkaz:
https://doaj.org/article/ab746cb8fa1a446e83b716cf8da4eaa0
Autor:
Roberto Leporini
Publikováno v:
Foundations of Science. 27:57-75
The theory of logical gates in quantum computation has inspired the development of new forms of quantum logic where the meaning of a formula is identified with a density operator and the logical connectives are interpreted as operations defined in te
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::dea13fda58bd0d29abf1ed47ec28544f
https://doi.org/10.1007/s10699-020-09703-y
https://doi.org/10.1007/s10699-020-09703-y
Publikováno v:
Soft Computing. 24:10305-10313
The theory of logical gates in quantum computation has inspired the development of new forms of quantum logic based on the following semantic idea: the meaning of a formula is identified with a quantum information quantity, represented by a density o
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::16e00d3b8edc9d611a909ef1d9eec5e2
https://doi.org/10.1007/s00500-020-04870-3
https://doi.org/10.1007/s00500-020-04870-3
Autor:
Roberto, Leporini, Davide, Pastorello
Optimal measurements for the discrimination of quantum states are useful tools for classification problems. In order to exploit the potential of quantum computers, feature vectors have to be encoded into quantum states represented by density operator
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::cf616edb4ad7620c1c0d2978520fb827
https://hdl.handle.net/11585/926046
https://hdl.handle.net/11585/926046
Autor:
Davide Pastorello, Roberto LEPORINI
Publikováno v:
Quantum Reports; Volume 4; Issue 4; Pages: 434-441
In quantum machine learning, feature vectors are encoded into quantum states. Measurements for the discrimination of states are useful tools for classification problems. Classification algorithms inspired by quantum state discrimination have recently
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::52295983120714cc273c4dd8544852fe
https://hdl.handle.net/11585/926047
https://hdl.handle.net/11585/926047