Alessio Basti

CV-Basti

I am an assistant professor of numerical analysis in the Department of Engineering and Geology at Ud’A. I earned an MSc in Applied Mathematics from Sapienza University of Rome and a PhD in Neuroscience and Imaging at Ud’A. During my studies, I held a short-term visiting position at the University of Cambridge. My doctoral thesis was awarded the prize for the best PhD dissertation in biomedical research by the Abruzzo Foundation for Life Sciences. Currently, my work focuses on computational science, multivariate analysis, and neuroimaging. Below is a list of my first/senior author publications and preprints:

- Freddi, R., Cicala, F., Marzetti, L., & 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. (2024). A Wild Mind and a Disciplined Eye: Unleashing Human-GenAI Creativity Through Simulated Entity Elicitation (No. 3bn95_v1). Center for Open Science.

- Basti, A., Nolte, G., Guidotti, R., Ilmoniemi, R. J., Romani, G. L., Pizzella, V., & Marzetti, L. (2024). A bicoherence approach to analyze multi-dimensional cross-frequency coupling in EEG/MEG data. Scientific Reports, 14(1), 8461.

- Basti, A., Chella, F., Guidotti, R., Ermolova, M., D’Andrea, A., Stenroos, M., ... & Marzetti, L. (2022). Looking through the windows: a study about the dependency of phase-coupling estimates on the data length. Journal of neural engineering, 19(1), 016039.

- Basti, A., Nili, H., Hauk, O., Marzetti, L., & Henson, R. N. (2020). Multi-dimensional connectivity: a conceptual and mathematical review. NeuroImage, 221, 117179.

- Basti, A., Mur, M., Kriegeskorte, N., Pizzella, V., Marzetti, L., & Hauk, O. (2019). Analysing linear multivariate pattern transformations in neuroimaging data. PLoS one, 14(10), e0223660.

- Basti, A., Chella, F., Snyder, A. Z., Pizzella, V., & Marzetti, L. (2019, October). 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.

- Basti, A., Pizzella, V., Chella, F., Romani, G. L., Nolte, G., & Marzetti, L. (2018). Disclosing large-scale directed functional connections in MEG with the multivariate phase slope index. Neuroimage, 175, 161-175.

-Basti, A., Pizzella, V., Nolte, G., Chella, F., & 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.