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pro vyhledávání: '"Martínez-Peña A"'
Quantum reservoir computing is an emergent field in which quantum dynamical systems are exploited for temporal information processing. In previous work, it was found a feature that makes a quantum reservoir valuable: contractive dynamics of the quant
Externí odkaz:
http://arxiv.org/abs/2412.08322
Autor:
Palacios, Ana, Martínez-Peña, Rodrigo, Soriano, Miguel C., Giorgi, Gian Luca, Zambrini, Roberta
Publikováno v:
Commun Phys 7, 369 (2024)
Quantum Reservoir Computing (QRC) offers potential advantages over classical reservoir computing, including inherent processing of quantum inputs and a vast Hilbert space for state exploration. Yet, the relation between the performance of reservoirs
Externí odkaz:
http://arxiv.org/abs/2409.17734
Publikováno v:
Physical Review A 109 (4), 042612 (2024)
Quantum kernel methods leverage a kernel function computed by embedding input information into the Hilbert space of a quantum system. However, large Hilbert spaces can hinder generalization capability, and the scalability of quantum kernels becomes a
Externí odkaz:
http://arxiv.org/abs/2311.18719
Publikováno v:
Communications Physics, Vol 7, Iss 1, Pp 1-9 (2024)
Abstract Quantum Reservoir Computing (QRC) offers potential advantages over classical reservoir computing, including inherent processing of quantum inputs and a vast Hilbert space for state exploration. Yet, the relation between the performance of re
Externí odkaz:
https://doaj.org/article/91d219ee34ee4718842f3eda0cdbd1d1
Publikováno v:
Rodriguésia, Vol 75 (2024)
Abstract Senecio carbonellii, an endemic plant of Colombia, is classified as critically endangered in the wetlands of Bogotá D. C. This study aims to determine the desiccation tolerance and longevity of S. carbonellii seeds and evaluate the effect o
Externí odkaz:
https://doaj.org/article/611c3afa435a472a823febe16ebe387d
Autor:
Sannia, Antonio, Martínez-Peña, Rodrigo, Soriano, Miguel C., Giorgi, Gian Luca, Zambrini, Roberta
Publikováno v:
Quantum 8, 1291 (2024)
Dissipation induced by interactions with an external environment typically hinders the performance of quantum computation, but in some cases can be turned out as a useful resource. We show the potential enhancement induced by dissipation in the field
Externí odkaz:
http://arxiv.org/abs/2212.12078
Publikováno v:
Physical Review E (2023), 107 (3), 035306
Most existing results in the analysis of quantum reservoir computing (QRC) systems with classical inputs have been obtained using the density matrix formalism. This paper shows that alternative representations can provide better insights when dealing
Externí odkaz:
http://arxiv.org/abs/2212.00396
Autor:
Georgina Martínez-Peña, Alberto J. Mimenza-Alvarado, Lourdes M. Ávila-Escobedo, Antonio R. Villa-Romero, Sara G. Aguilar-Navarro
Publikováno v:
Gaceta Médica de México, Vol 160, Iss 3 (2024)
Antecedentes: El deterioro cognitivo y la disfagia son comunes en personas mayores. Objetivo: Explorar las características de la disfagia mediante fluoroscopia en pacientes con deterioro cognitivo leve (DCL) y demencia. Material y métodos: Se anali
Externí odkaz:
https://doaj.org/article/7729cea667f04776a627c340dd946db3
Autor:
Mujal, Pere, Martínez-Peña, Rodrigo, Giorgi, Gian Luca, Soriano, Miguel C., Zambrini, Roberta
Publikováno v:
npj Quantum Inf 9, 16 (2023)
Quantum machine learning represents a promising avenue for data processing, also for purposes of sequential temporal data analysis, as recently proposed in quantum reservoir computing (QRC). The possibility to operate on several platforms and noise i
Externí odkaz:
http://arxiv.org/abs/2205.06809
Autor:
J.H. Núñez, B. Escudero, J.D. Montenegro, M.J. Jiménez-Jiménez, J. Martínez-Peña, M. Surroca, D. Bosch-García
Publikováno v:
Revista Española de Cirugía Ortopédica y Traumatología, Vol 68, Iss 2, Pp 168-178 (2024)
Resumen: Objetivo: Comparar a mediano y largo plazo los resultados quirúrgicos postoperatorios, sobre todo la tasa del síndrome adyacente, tasa de eventos adversos y tasa de reoperación, de los pacientes operados con artroplastia cervical o artrod
Externí odkaz:
https://doaj.org/article/e909ab2f64624fa6ad29b3b633a28c35