Zobrazeno 1 - 10
of 179
pro vyhledávání: '"Sergioli, Giuseppe"'
In this work, we explore how resources are distributed among the states generated by quantum random circuits (QRC). We focus on multipartite non-locality, but we also analyze quantum correlations by appealing to different entanglement and non-classic
Externí odkaz:
http://arxiv.org/abs/2405.01650
How are abstract concepts and musical themes recognized on the basis of some previous experience? It is interesting to compare the different behaviors of human and of artificial intelligences with respect to this problem. Generally, a human mind that
Externí odkaz:
http://arxiv.org/abs/2202.10941
Autor:
Giuntini, Roberto, Freytes, Hector, Park, Daniel K., Blank, Carsten, Holik, Federico, Chow, Keng Loon, Sergioli, Giuseppe
In this paper we investigate the connection between quantum information theory and machine learning. In particular, we show how quantum state discrimination can represent a useful tool to address the standard classification problem in machine learnin
Externí odkaz:
http://arxiv.org/abs/2104.00971
Autor:
Giuntini, Roberto, Granda Arango, Andrés Camilo, Freytes, Hector, Holik, Federico Hernan, Sergioli, Giuseppe
Publikováno v:
In Fuzzy Sets and Systems 15 September 2023 467
In this paper we attempt to analyze the concept of quantum probability within quantum computation and quantum computational logic. While the subjectivist interpretation of quantum probability explains it as a reliable predictive tool for an agent in
Externí odkaz:
http://arxiv.org/abs/1903.03863
Autor:
Giuntini, Roberto, Holik, Federico, Park, Daniel K., Freytes, Hector, Blank, Carsten, Sergioli, Giuseppe
Publikováno v:
In Applied Soft Computing February 2023 134
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In this work we advance a generalization of quantum computational logics capable of dealing with some important examples of quantum algorithms. We outline an algebraic axiomatization of these structures.
Externí odkaz:
http://arxiv.org/abs/1811.06808
Autor:
Sergioli, Giuseppe, Russo, Giorgio, Santucci, Enrica, Stefano, Alessandro, Torrisi, Sebastiano Emanuele, Palmucci, Stefano, Vancheri, Carlo, Giuntini, Roberto
We face the problem of pattern classification by proposing a quantum-inspired version of the widely used minimum distance classifier (i.e. the Nearest Mean Classifier (NMC)) already introduced in [31,33,28,27] and by applying this quantum-inspired cl
Externí odkaz:
http://arxiv.org/abs/1803.02749
Autor:
Sergioli, Giuseppe
Unlike the standard Quantum Computational Logic (QCL), where the carrier of information (target) is conventionally assumed to be only the last qubit over a sequence of many qubits, here we propose an extended version of the QCL (we call Multi Target
Externí odkaz:
http://arxiv.org/abs/1803.02744