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Machine Learning for Maximizing the Memristivity of Single and Coupled Quantum Memristors
| Indexado |
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| DOI | 10.1002/QUTE.202300294 | ||||
| Año | 2024 | ||||
| Tipo | artículo de investigación |
Citas Totales
Autores Afiliación Chile
Instituciones Chile
% Participación
Internacional
Autores
Afiliación Extranjera
Instituciones
Extranjeras
Abstract
Machine learning (ML) methods are proposed to characterize the memristive properties of single and coupled quantum memristors. It is shown that maximizing the memristivity leads to large values in the degree of entanglement of two quantum memristors, unveiling the close relationship between quantum correlations and memory. The results strengthen the possibility of using quantum memristors as key components of neuromorphic quantum computing. image
| Ord. | Autor | Género | Institución - País |
|---|---|---|---|
| 1 | Hernani-Morales, Carlos | - |
Univ Valencia - España
Universitat de València - España |
| 2 | Alvarado, Gabriel | - |
Kipu Quantum - Alemania
|
| 3 | Albarran-Arriagada, Francisco | - |
Universidad de Santiago de Chile - Chile
Centro para el Desarrollo de la Nanociencia y la Nanotecnologia - Chile Center for the Development of Nanoscience and Nanotechnology - Chile |
| 4 | Vives-Gilabert, Yolanda | - |
Univ Valencia - España
Universitat de València - España |
| 5 | Solano, Enrique | Hombre |
Kipu Quantum - Alemania
|
| 6 | Martin-Guerrero, Jose D. | - |
Univ Valencia - España
Valencian Grad Sch & Res Network Artificial Intell - España Universitat de València - España Valencian Graduate School and Research Network of Artificial Intelligence - España |
| Fuente |
|---|
| Fondo Nacional de Desarrollo Científico y Tecnológico |
| European Commission |
| European Union |
| Fondecyt Regular |
| Financiamiento Basal para Centros Científicos y Tecnológicos de Excelencia |
| Generalitat Valenciana |
| University of Valencia |
| Agencia Nacional de Investigación y Desarrollo |
| Spanish Ministry of Economic Affairs and Digital Transformation through the QUANTUM ENIA project call - Quantum Spain project |
| Valencian Government |
| Agencia Nacional de Investigacion y Desarrollo (ANID): Subvencion a la Instalacion en la Academia |
| Spanish Ministry of Economic Affairs and Digital Transformation |
| Agradecimiento |
|---|
| This work was supported in part by the Valencian Government grant with reference number CIAICO/2021/184 and the Spanish Ministry of Economic Affairs and Digital Transformation through the QUANTUM ENIA project call - Quantum Spain project, and the European Union through the Recovery, Transformation and Resilience Plan - NextGenerationEU within the framework of the Digital Spain 2025 Agenda. The authors are grateful for the support of the Scientific Calculus' RES node of University of Valencia for their service. Finally, F.A.-A. acknowledges the financial support from Agencia Nacional de Investigacion y Desarrollo (ANID): Subvencion a la Instalacion en la Academia SA77210016, Fondecyt Regular 1231174, Financiamiento Basal para Centros Cientificos y Tecnologicos de Excelencia AFB 220001. |
| This work was supported in part by the Valencian Government grant with reference number CIAICO/2021/184 and the Spanish Ministry of Economic Affairs and Digital Transformation through the QUANTUM ENIA project call \u2013 Quantum Spain project, and the European Union through the Recovery, Transformation and Resilience Plan \u2013 NextGenerationEU within the framework of the Digital Spain 2025 Agenda. The authors are grateful for the support of the Scientific Calculus' RES node of University of Val\u00E8ncia for their service. Finally, F.A.\u2010A. acknowledges the financial support from Agencia Nacional de Investigaci\u00F3n y Desarrollo (ANID): Subvenci\u00F3n a la Instalaci\u00F3n en la Academia SA77210016, Fondecyt Regular 1231174, Financiamiento Basal para Centros Cient\u00EDficos y Tecnol\u00F3gicos de Excelencia AFB 220001. |
