Zobrazeno 1 - 10
of 2 485
pro vyhledávání: '"MARTINEZ, PABLO"'
Data representation in quantum state space offers an alternative function space for machine learning tasks. However, benchmarking these algorithms at a practical scale has been limited by ineffective simulation methods. We develop a quantum kernel fr
Externí odkaz:
http://arxiv.org/abs/2411.09336
Autor:
Galve, Fernando, Pallás, Eduardo, Guallart-Naval, Teresa, García-Cristóbal, Pablo, Martínez, Pablo, Algarín, José M., Borreguero, José, Bosch, Rubén, Juan-Lloris, Francisco, Benlloch, José M., Alonso, Joseba
Publikováno v:
NMR in Biomedicine (2024): e5258
Objective. To develop methods to design the complete magnetic system for a truly portable MRI scanner for neurological and musculoskeletal (MSK) applications, optimized for field homogeneity, field of view (FoV) and gradient performance compared to e
Externí odkaz:
http://arxiv.org/abs/2403.07761
Autor:
Mondada, Luca, Andrés-Martínez, Pablo
Graph rewriting is a popular tool for the optimisation and modification of graph expressions in domains such as compilers, machine learning and quantum computing. The underlying data structures are often port graphs - graphs with labels at edge endpo
Externí odkaz:
http://arxiv.org/abs/2402.13065
Autor:
Andrés-Martínez, Pablo, Heunen, Chris
We consider sets with infinite addition, called $\Sigma$-monoids, and contribute to their literature in three ways. First, our definition subsumes those from previous works and allows us to relate them in terms of adjuctions between their categories.
Externí odkaz:
http://arxiv.org/abs/2308.15183
Large language models (LLMs) have been massively applied to many tasks, often surpassing state-of-the-art approaches. While their effectiveness in code generation has been extensively studied (e.g., AlphaCode), their potential for code detection rema
Externí odkaz:
http://arxiv.org/abs/2307.10348
Autor:
Andres-Martinez, Pablo, Forrer, Tim, Mills, Daniel, Wu, Jun-Yi, Henaut, Luciana, Yamamoto, Kentaro, Murao, Mio, Duncan, Ross
We consider a heterogeneous network of quantum computing modules, sparsely connected via Bell states. Operations across these connections constitute a computational bottleneck and they are likely to add more noise to the computation than operations p
Externí odkaz:
http://arxiv.org/abs/2305.14148
Publikováno v:
Quantum 8, 1411 (2024)
The quantum simulation of magnetism in trapped-ion systems makes use of the crystal vibrations to mediate pairwise interactions between spins, which are encoded in the internal electronic states of the ions, and measured in experiments that probe the
Externí odkaz:
http://arxiv.org/abs/2305.06113
Autor:
Picazo-Martínez, Pablo, Barroso-Fernández, Carlos, Martín-Pérez, Jorge, Groshev, Milan, de la Oliva, Antonio
Publikováno v:
IEEE Communications Magazine 2024
Last years we have witnessed the uprising of location based applications, which depend on the devices ability to accurately obtain their position. IEEE 802.11, foretelling the need for such applications, started the IEEE 802.11az work on Next Generat
Externí odkaz:
http://arxiv.org/abs/2303.05996
Autor:
Mondada, Luca, Andrés-Martínez, Pablo
We study a variant of the subgraph isomorphism problem that is of high interest to the quantum computing community. Our results give an algorithm to perform pattern matching in quantum circuits for many patterns simultaneously, independently of the n
Externí odkaz:
http://arxiv.org/abs/2302.06717
Autor:
Martínez, Pablo Antonio, Woodruff, Jackson, Armengol-Estapé, Jordi, Bernabé, Gregorio, García, José Manuel, O'Boyle, Michael F. P.
Publikováno v:
In Proceedings of the 32nd ACM SIGPLAN International Conference on Compiler Construction (CC '23), February 25-26, 2023, Montr\'eal, QC, Canada
Dedicated tensor accelerators demonstrate the importance of linear algebra in modern applications. Such accelerators have the potential for impressive performance gains, but require programmers to rewrite code using vendor APIs - a barrier to wider s
Externí odkaz:
http://arxiv.org/abs/2301.11659