| Opportunities in quantum reservoir computing and extreme learning machines P Mujal, R Martínez‐Peña, J Nokkala, J García‐Beni, GL Giorgi, ... Advanced Quantum Technologies 4 (8), 2100027, 2021 | 94 | 2021 |
| 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 | 74 | 2021 |
| Reconfigurable optical implementation of quantum complex networks J Nokkala, F Arzani, F Galve, R Zambrini, S Maniscalco, J Piilo, N Treps, ... New Journal of Physics 20 (5), 053024, 2018 | 69 | 2018 |
| Dynamical phase transitions in quantum reservoir computing R Martínez-Peña, GL Giorgi, J Nokkala, MC Soriano, R Zambrini Physical Review Letters 127 (10), 100502, 2021 | 60 | 2021 |
| Complex quantum networks as structured environments: engineering and probing J Nokkala, F Galve, R Zambrini, S Maniscalco, J Piilo Scientific reports 6 (1), 26861, 2016 | 54 | 2016 |
| 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, 2023 | 40 | 2023 |
| Energy backflow in strongly coupled non-Markovian continuous-variable systems G Guarnieri, J Nokkala, R Schmidt, S Maniscalco, B Vacchini Physical Review A 94 (6), 062101, 2016 | 27 | 2016 |
| 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 | 18 | 2021 |
| Complex quantum networks: a topical review J Nokkala, J Piilo, G Bianconi Journal of Physics A: Mathematical and Theoretical, 2024 | 15 | 2024 |
| 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 | 12 | 2021 |
| Local probe for connectivity and coupling strength in quantum complex networks J Nokkala, S Maniscalco, J Piilo Scientific reports 8 (1), 13010, 2018 | 11 | 2018 |
| Online quantum time series processing with random oscillator networks J Nokkala Scientific Reports 13 (1), 7694, 2023 | 10 | 2023 |
| Gaussian states provide universal and versatil quantum reservoir computing J Nokkala, R Martínez-Peña, GL Giorgi, V Parigi, MC Soriano, R Zambrini | 10 | 2020 |
| Experimental optical simulator of reconfigurable and complex quantum environment P Renault, J Nokkala, G Roeland, NY Joly, R Zambrini, S Maniscalco, ... Prx quantum 4 (4), 040310, 2023 | 9 | 2023 |
| Probing the spectral dimension of quantum network geometries J Nokkala, J Piilo, G Bianconi Journal of Physics: Complexity 2 (1), 015001, 2020 | 9 | 2020 |
| Non-markovianity over ensemble averages in quantum complex networks J Nokkala, S Maniscalco, J Piilo Open Systems & Information Dynamics 24 (04), 1740018, 2017 | 6 | 2017 |
| Retrieving past quantum features with deep hybrid classical-quantum reservoir computing J Nokkala, GL Giorgi, R Zambrini Machine Learning: Science and Technology, 2024 | 1 | 2024 |
| Spectral density and non markovianity measurements via graph state simulation P Renault, J Nokkala, N Treps, J Piilo, V Parigi Quantum Information and Measurement, W3A. 2, 2021 | 1 | 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 |
| Transfer and routing of Gaussian states through quantum complex networks with and without community structure M Hahto, J Nokkala, G García-Pérez, S Maniscalco, J Piilo arXiv preprint arXiv:2403.05623, 2024 | | 2024 |
