Freddi, R., Cicala, F., Marzetti, L., and Basti, A. (2025). A Mean-Field Approach to Criticality in Spiking Neural Networks for Reservoir Computing. bioRxiv, 2025-02.
Pedota, M., Cicala, F., & Basti, A. (2025). Human agents, generative AI, and innovation: A formal model of hybrid creative process. Technovation, 148, 103323.
Makkinayeri, S., Guidotti, R., Basti, A., Woolrich, M. W., Gohil, C., Pettorruso, M., ... & Marzetti, L. (2025). Investigating brain network dynamics in state-dependent stimulation: A concurrent electroencephalography and transcranial magnetic stimulation study using hidden Markov models. Brain Stimulation, 18(3), 800-809.
Pieramico, G., Makkinayeri, S., Guidotti, R., Basti, A., Voso, D., Lucarelli, D., ... & Marzetti, L. (2025). Robustness of brain state identification in synthetic phase-coupled neurodynamics using Hidden Markov Models. Frontiers in Systems Neuroscience, 19, 1548437.
Guidotti, R., Basti, A., Pieramico, G., D'Andrea, A., Makkinayeri, S., Pettorruso, M., ... & Marzetti, L. (2024). When neuromodulation met control theory. Journal of Neural Engineering.
Leone F., Caporali A., Pascarella A., Perciballi C., Maddaluno O., Basti A., Belardinelli P., et al. (2024). Investigating the impact of the regularization parameter on EEG resting-state source reconstruction and functional connectivity using real and simulated data. NeuroImage, 303, 120896.
Basti , A., Nolte, G., Guidotti, R., Ilmoniemi, R. J., Romani, G. L., Pizzella, V., and Marzetti, L. (2024). A bicoherence approach to analyze multi-dimensional cross-frequency coupling in EEG/MEG data. Scienti c Reports, 14(1), 8461.
Marzetti, L., Basti, A., Guidotti, R., Baldassarre, A., Metsomaa, J., Zrenner, C., ... & Pizzella, V. (2024). Exploring Motor Network Connectivity in State-Dependent Transcranial Magnetic Stimulation: A Proof-of-Concept Study. Biomedicines, 12(5), 955.
Guidotti, R., DAndrea, A., Basti , A., Raffone, A., Pizzella, V., and Marzetti, L. (2023). Long-Term and Meditation-Speci c Modulations of Brain Connectivity Revealed Through Multivariate Pattern Analysis. Brain Topography, 36(3), 409-418.
Pieramico, G., Guidotti, R., Nieminen, A. E., DAndrea, A., Basti, A., Souza, V. H., ... and Marzetti, L. (2023). TMS-Induced Modulation of EEG Functional Connectivity Is Aected by the E-Field Orientation. Brain Sciences, 13(3), 418.
DAndrea, A., Basti, A., Tosoni, A., Guidotti, R., Chella, F., Michelmann, S., Romani, G.L., Pizzella, V., and Marzetti, L. (2022). Magnetoencephalographic spectral ngerprints di erentiate evidence accumulation from saccadic motor preparation in perceptual decision-making. iScience, 105246.
Basti*, A., Chella*, F., Guidotti, R., Ermolova, M., DAndrea, A., Stenroos, M., Romani, G.L., Pizzella, V., and Marzetti, L. (2022). Looking through the windows: a study about the dependency of phase-coupling estimates on the data length. (*equally contributing authors). Journal of neural engineering, 19.
Syrjala, J., Basti, A., Guidotti, G., Marzetti, L., and Pizzella, V. (2021). Decoding working memory task condition using MEG source level long-range phase coupling patterns. Journal of neural engineering, 18, 016027.
Basti*, A., Nili*, H., Hauk, O., Marzetti, L., and Henson, R.H. (2020). Multidimensional connectivity: a conceptual and mathematical review. (*equally contributing authors). NeuroImage, 221, 117179.
Basti, A., Mur, M., Kriegeskorte, N., Pizzella, V., Marzetti, L., and Hauk, O. (2019). Analysing linear multivariate pattern transformations in neuroimaging data. PloS one, 14(10).
Ramassone*, A., DArgenio*, A., Veronese*, A., Basti, A., Soliman, S. H. A., Volinia, S., ... and Visone, R. (2019). Genetic dynamics in untreated CLL patients with either stable or progressive disease: a longitudinal study. (*equally contributing authors) Journal of hematology & oncology, 12(1), 1-5.
Marzetti, L., Basti, A., Chella, F., DAndrea, A., Syrjala, J., and Pizzella, V. (2019). Brain functional connectivity through phase coupling of neuronal oscillations: a perspective from magnetoencephalography. Frontiers in neuroscience, 13, 964.
Basti, A., Chella, F., Snyder, A. Z., Pizzella, V., and Marzetti, L. (2019). Spatiotemporal Structures of Time Lags in the Brain as Revealed by Magnetoencephalography. In 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC) (pp. 2762-2766). IEEE.
Chella, F., Marzetti, L., Basti, A., Stenroos, M., Parkkonen, L., Ilmoniemi, R. J., and Pizzella, V. (2019). In uence of Co-Registration Errors on the Performance of Anatomical Constraints in MEG Source Connectivity Analysis. In 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC) (pp. 2754-2761). IEEE.
Basti, A., Pizzella, V., Chella, F., Romani, G. L., Nolte, G., and Marzetti, L. (2018). Disclosing large-scale directed functional connections in MEG with the multivariate phase slope index. NeuroImage, 175, 161-175.
Chella, F., DAndrea, A., Basti, A., Pizzella, V., and Marzetti, L. (2017). Non-linear analysis of scalp EEG by using bispectra: the e ect of the reference choice. Frontiers in neuroscience, 11, 262.
Basti, A., Pizzella, V., Nolte, G., Chella, F., and Marzetti, L. (2017). Disclosing brain functional connectivity from electrophysiological signals with phase slope based metrics. Journal of the Serbian Society for Computational Mechanics, 11(2), 50-62.
Croce, P., Basti, A., Marzetti, L., Zappasodi, F., and Del Gratta, C. (2016). EEG-fMRI Bayesian framework for neural activity estimation: A simulation study. Journal of neural engineering, 13(6), 066017.