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Rodrigo Martínez-Peña
Rodrigo Martínez-Peña
Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)
Dirección de correo verificada de ifisc.uib-csic.es
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Gaussian states of continuous-variable quantum systems provide universal and versatile reservoir computing
J Nokkala, R Martínez-Peña, GL Giorgi, V Parigi, MC Soriano, R Zambrini
Communications Physics 4 (1), 1-11, 2021
30*2021
Opportunities in Quantum Reservoir Computing and Extreme Learning Machines
P Mujal, R Martínez-Peña, J Nokkala, J García-Beni, GL Giorgi, ...
Adv. Quantum Technol. 4, 2100027, 2021
232021
Information Processing Capacity of Spin-Based Quantum Reservoir Computing Systems
R Martínez-Peña, J Nokkala, GL Giorgi, R Zambrini, MC Soriano
Cognitive Computation, 1-12, 2020
172020
Dynamical phase transitions in quantum reservoir computing
R Martínez-Peña, GL Giorgi, J Nokkala, MC Soriano, R Zambrini
Phys. Rev. Lett. 127, 100502 (1-7), 2021
12*2021
Analytical evidence of nonlinearity in qubits and continuous-variable quantum reservoir computing
P Mujal, J Nokkala, R Martínez-Peña, GL Giorgi, MC Soriano, R Zambrini
Journal of Physics: Complexity 2 (4), 045008, 2021
52021
High-Performance Reservoir Computing With Fluctuations in Linear Networks
J Nokkala, R Martínez-Peña, R Zambrini, MC Soriano
IEEE Transactions on Neural Networks and Learning Systems, 2021
52021
Quantum reservoir computing in bosonic networks
P Mujal, J Nokkala, R Martinez-Peña, J García-Beni, GL Giorgi, ...
Emerging Topics in Artificial Intelligence (ETAI) 2021 11804, 20-29, 2021
12021
Time Series Quantum Reservoir Computing with Weak and Projective Measurements
P Mujal, R Martínez-Peña, GL Giorgi, MC Soriano, R Zambrini
arXiv preprint arXiv:2205.06809, 2022
2022
Quatum reservoir computing with Gaussian states
J Nokkala, R Martínez-Peña, GL Giorgi, V Parigi, MC Soriano, R Zambrini
2020
A Consumer-Resource Description of Public-Goods Production in Microbes
R Martínez-Peña
CSIC-UIB-Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC), 2018
2018
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
Artículos 1–10