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Rodrigo Martínez-Peña
Rodrigo Martínez-Peña
Donostia International Physics Center (DIPC)
Dirección de correo verificada de dipc.org
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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
1412021
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), 53, 2021
1082021
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
922021
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
612020
Time-series quantum reservoir computing with weak and projective measurements
P Mujal, R Martínez-Peña, GL Giorgi, MC Soriano, R Zambrini
npj Quantum Information 9 (1), 16, 2023
432023
Dissipation as a resource for quantum reservoir computing
A Sannia, R Martínez-Peña, MC Soriano, GL Giorgi, R Zambrini
Quantum 8, 1291, 2024
312024
Quantum reservoir computing in finite dimensions
R Martínez-Peña, JP Ortega
Physical Review E 107 (3), 035306, 2023
292023
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 33 (6), 2664-2675, 2021
272021
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
222021
Role of coherence in many-body Quantum Reservoir Computing
A Palacios, R Martínez-Peña, MC Soriano, GL Giorgi, R Zambrini
Communications Physics 7 (1), 369, 2024
62024
Input-dependence in quantum reservoir computing
R Martínez-Peña, JP Ortega
arXiv preprint arXiv:2412.08322, 2024
32024
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
Quantum fidelity kernel with a trapped-ion simulation platform
R Martínez-Peña, MC Soriano, R Zambrini
Physical Review A 109 (4), 042612, 2024
2024
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
Reservoir computing in quantum systems
R Martínez Peña
Universitat de les Illes Balears, 0
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Artículos 1–16