- Higher-order connectomics of human brain function reveals local topological signatures of task decoding, individual identification, and behavior. A. Santoro, F. Battiston, M. Lucas, G. Petri, E. Amico. Nature Communications, 2024. Download the code here.
- Fingerprints of brain disease: connectome identifiability in Alzheimer’s disease. S. Stampacchia, S. Asadi, S. Tomczyk, F. Ribaldi, M. Scheffler, K. Lövblad, M. Pievani, A. B. Fall, M. Preti, P. G. Unschuld, D. Van De Ville, O. Blanke, G. B. Frisoni, V. Garibotto & E. Amico Communications Biology, 2024. Download the code here.
- Evidence for increased parallel information transmission in human brain networks compared to macaques and male mice. A. Griffa, M. Mach, J. Dedelley, D. Gutierrez-Barragan, A. Gozzi, G. Allali, J. Grandjean, D. Van De Ville, E. Amico. Nature Communications, 2023. Download the code here.
- The unique neural signature of your trip: Functional connectome fingerprints of subjective psilocybin experience. H. Tolle, J. C. Farah, P. Mallaroni, N. Mason, J. Ramaekers, E. Amico. Network Neuroscience, 2023 Download the code here.
- Task matters: individual MEG signatures from naturalistic and neuro-physiological brain states. N. Colenbier, E. Sareen, T. del-Aguila Puntas, A. Griffa, G. Pellegrino, D. Mantini, D. Marinazzo, G. Arcara, E. Amico. NeuroImage, 2023. Download the code here.
- Higher-order organization of multivariate time series. A. Santoro, F. Battiston, G. Petri, E. Amico. Nature Physics, 2023. Download the code here. EPFL news coverage here.
- Functional brain connectomes reflect acute and chronic cannabis use. J.G. Ramaekers, N. L. Mason, S. W. Toennes, E. L. Theunissen, E. Amico. Scientific Reports, 2022.
- When makes you unique: Temporality of the human brain fingerprint. D. Van De Ville Y. Farouj, M. Preti, R. Liégeois, E. Amico. Science Advances, 2021. Dowload the code here. EPFL news coverage here. Explainer videos: [English French Italian]
- The physics of higher-order interactions in complex systems. F. Battiston, E. Amico, A. Barrat, G. Bianconi, G. Ferraz de Arruda, B. Franceschiello, I. Iacopini, S. Kéfi, V. Latora, Y. Moreno, M. Murray, T. Peixoto, F. Vaccarino, G. Petri. Nature Physics, 2021.
- Toward an information theoretical description of communication in brain networks. E. Amico, K. Abbas, D. Duong-Tran, U. Tipnis, M. Rajapandian, E. Chumin, M. Ventresca, J. Harezlak, J. Goñi. Network Neuroscience, 2021.
- Exploring MEG brain fingerprints: Evaluation, pitfalls, and interpretations. E. Sareen, S. Zahar, D. Van de Ville , A. Gupta, A. Griffa, E. Amico. NeuroImage, 2021. Download the code here.
- Clinical connectome fingerprints of cognitive decline. P. Sorrentino, R. Rucco, A. Lardone, M. Liparoti, E. Troisi Lopez, C. Cavaliere, A. Soricelli, V. Jirsa, G. Sorrentino, E. Amico. NeuroImage, 2021. Download the code here. EPFL news coverage here.
![[Advanced Models in COnnectomics ]](https://amicolab.org/wp-content/uploads/2024/03/amicologo_notitle.png)
[Advanced Models in COnnectomics ] 