Zobrazeno 1 - 10
of 964
pro vyhledávání: '"Grasa, P"'
A practical application of quantum machine learning in real-world scenarios in the short term remains elusive, despite significant theoretical efforts. Image classification, a common task for classical models, has been used to benchmark quantum algor
Externí odkaz:
http://arxiv.org/abs/2409.20356
Kernel methods play a crucial role in machine learning and the Embedding Quantum Kernels (EQKs), an extension to quantum systems, have shown very promising performance. However, choosing the right embedding for EQKs is challenging. We address this by
Externí odkaz:
http://arxiv.org/abs/2401.04642
Autor:
Rodriguez-Grasa, Pablo, Ibarrondo, Ruben, Gonzalez-Conde, Javier, Ban, Yue, Rebentrost, Patrick, Sanz, Mikel
Classical information loading is an essential task for many processing quantum algorithms, constituting a cornerstone in the field of quantum machine learning. In particular, the embedding techniques based on Hamiltonian simulation techniques enable
Externí odkaz:
http://arxiv.org/abs/2311.11751
Publikováno v:
Quantum 8, 1297 (2024)
Loading functions into quantum computers represents an essential step in several quantum algorithms, such as quantum partial differential equation solvers. Therefore, the inefficiency of this process leads to a major bottleneck for the application of
Externí odkaz:
http://arxiv.org/abs/2307.10917
Autor:
Jesús Saavedra-Lozano, María Slocker-Barrio, Elena Fresán-Ruiz, Carlos Grasa, Laura Martín Pedraz, Ana Menasalvas Ruiz, Mar Santos Sebastián
Publikováno v:
Anales de Pediatría, Vol 100, Iss 6, Pp 448-464 (2024)
Resumen: Los dispositivos intravasculares son esenciales para el abordaje diagnóstico y terapéutico de múltiples enfermedades en pediatría, siendo especialmente importantes los catéteres venosos centrales (CVC). Una de las complicaciones más fr
Externí odkaz:
https://doaj.org/article/e1b7c1e160144cd5be77059d2e3b49a8
Publikováno v:
Frontiers in Bioengineering and Biotechnology, Vol 12 (2024)
Introduction: Glaucoma, a leading cause of blindness worldwide, is primarily caused by elevated intraocular pressure (IOP). Accurate and reliable IOP measurements are the key to diagnose the pathology in time and to provide for effective treatment st
Externí odkaz:
https://doaj.org/article/88e23dc5730f4a788e639e92d572fae1
Autor:
Marta Arias-Alvarez, Cristina Tomas-Grasa, Maria Sopeña-Pinilla, Elvira Orduna-Hospital, Guisela Fernandez-Espinosa, Sofia Bielsa-Alonso, Javier Acha-Perez, Diego Rodriguez-Mena, Isabel Pinilla
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-13 (2024)
Abstract To assess full-field electroretinogram findings in long-term type 1 diabetes patients without diabetic retinopathy. Prospective study including 46 eyes of 23 patients with type 1 diabetes and 46 age-matched healthy eyes evaluated by the RETI
Externí odkaz:
https://doaj.org/article/e7505b34b97845b29edc260b2b73b713
Autor:
David Sarabia-Jacome, Francois-Denis Gonthier, Steve Bunch, Georgios Siachamis, Eduard Grasa, Marisa Catalan, Georgios Stavropoulos
Publikováno v:
IEEE Access, Vol 12, Pp 104272-104290 (2024)
The Internet of Things (IoT) facilitates intelligent building management by deploying IoT devices as crucial components of building subsystems. However, the ongoing evolution of intelligent buildings presents challenges in network management, scalabi
Externí odkaz:
https://doaj.org/article/7ced54233bcd463c9bcc58eb010ac3d7
Autor:
Ali Dahaghin, Milad Salimibani, Agnieszka Boszczyk, Agnieszka Jóźwik, Marta Skrok, Jorge Grasa, Damian Siedlecki
Publikováno v:
Frontiers in Bioengineering and Biotechnology, Vol 12 (2024)
Introduction: Crystalline lens overshooting refers to a situation in which the lens momentarily shifts too much from its typical location immediately after stopping the rotational movement of the eye globe. This movement can be observed using an opti
Externí odkaz:
https://doaj.org/article/e9949bf67277437bb742563c21f1db8d
Autor:
Ana Gallego, Mayte Serrat, Estíbaliz Royuela-Colomer, Juan P Sanabria-Mazo, Xavier Borràs, Montserrat Esteve, Mar Grasa, Araceli Rosa, Antoni Rozadilla-Sacanell, Miriam Almirall, Francesco D’Amico, Yifei Dai, Michael J. Rosenbluth, Lance M. McCracken, Jaime Navarrete, Albert Feliu-Soler, Juan V Luciano
Publikováno v:
Digital Health, Vol 10 (2024)
Objective Fibromyalgia (FM) is a prevalent pain syndrome with significant healthcare and societal costs. The aim of the SMART-FM-SP study is to determine the effectiveness, cost-utility, and physiological effects in patients with FM of a digital inte
Externí odkaz:
https://doaj.org/article/bcbef300d14844f186cd433b3287b140