Non-Markovianity over Ensemble Averages in Quantum Complex Networks. - Johannes Nokkala; Sabrina Maniscalco; Jyrki Piilo (Open Syst. Inf. Dyn., 2017)

High-Performance Reservoir Computing With Fluctuations in Linear Networks. - Johannes Nokkala; Rodrigo Martínez-Peña; Roberta Zambrini; Miguel C. Soriano (IEEE Trans. Neural Networks Learn. Syst., 2022)

Information Processing Capacity of Spin-Based Quantum Reservoir Computing Systems. - Rodrigo Martínez-Peña; Johannes Nokkala; Gian Luca Giorgi; Roberta Zambrini; Miguel C. Soriano (Cogn. Comput., 2023)

Retrieving past quantum features with deep hybrid classical-quantum reservoir computing. - Johannes Nokkala; Gian Luca Giorgi; Roberta Zambrini (Mach. Learn. Sci. Technol., 2024)

Transfer and routing of Gaussian states through quantum complex networks with and without community structure. - Markku Hahto; Johannes Nokkala; Guillermo García-Pérez; Sabrina Maniscalco; Jyrki Piilo (Quantum, 2025)