A quantum-inspired approach to pattern recognition and machine learning. I

DOI10.1007/S10773-024-05566-2zbMATH Open1547.68701MaRDI QIDQ6538463

Giuseppe Sergioli, Maria Luisa Dalla Chiara, Roberto Giuntini

Publication date: 14 May 2024

Published in: International Journal of Theoretical Physics (Search for Journal in Brave)

zbMATH Keywords

Gestaltfidelity classifiersrecognitions of concepts

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) General and philosophical questions in quantum theory (81P05) Quantum computation (81P68) Pattern recognition, speech recognition (68T10) Quantum state spaces, operational and probabilistic concepts (81P16) Quantum algorithms and complexity in the theory of computing (68Q12) Quantum state tomography, quantum state discrimination (81P18) Quantum channels, fidelity (81P47)

Cites Work

• A quantum-inspired version of the classification problem
• Quantum computation and logic. How quantum computers have inspired logical investigations
• Supervised learning with quantum computers

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