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 | 27* | 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 | 19 | 2021 |
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 | 15 | 2020 |
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 | 5 | 2021 |
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 | 3 | 2021 |
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 | 1 | 2021 |
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 |