Publications
2023 (5)Cunnington D, Law M, Lobo J, Russo A. FFNSL: Feed-Forward Neural-Symbolic Learner. Machine Learning 2023; 112(2): 515-569. |
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Kringelbach ML, Sanz Y, Tagliazucchi E, Deco G. Toward naturalistic neuroscience: Mechanisms underlying the flattening of brain hierarchy in movie-watching compared to rest and task. Science Advances 2023; 9(2). |
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Rolls ET, Wirth S, Deco G, Huang CC, Feng J. The human posterior cingulate, retrosplenial, and medial parietal cortex effective connectome, and implications for memory and navigation. Human Brain Mapping 2023; 44(2): 629-655. |
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Vila-Vidal M, Khawaja M, Carreño M, Roldán P, Rumià J, Donaire A, Deco G, et al.. Assessing the coupling between local neural activity and global connectivity fluctuations: application to human intracranial electroencephalography during a cognitive task. Human Brain Mapping 2023; 44(3): 1173-1192. |
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Vohryzek J, Cabral J, Castaldo F, Sanz-Perl Y, Lord LD, Fernandes HM, Deco G et al. Dynamic sensitivity analysis: defining personalised strategies to drive brain state transitions via whole brain modelling. Computational and structural biotechnology journal 2023; (21): 335-345. |
2022 (42)Aquino KM, Fulcher B, Oldham S, Parkes L, Gollo L, Deco G, Fornito A. On the intersection between data quality and dynamical modelling of large-scale fMRI signals. NeuroImage 2022; (256): 1-24. |
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Blair DS, Soriano-Mas C, Cabral J, Moreira P, Morgado P, Deco G. Complexity changes in functional state dynamics suggest focal connectivity reductions. Frontiers in Human Neuroscience 2022; (16). |
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Cabral J, Castaldo F, Vohryzek J, Litvak V, Bick C, Lambiotte R, Friston K, Kringelbach ML, Deco G. Metastable oscillatory modes emerge from synchronization in the brain spacetime connectome. Communications Physics 2022; 5(1). |
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Capouskova K, Kringelbach ML, Deco G. Modes of cognition: Evidence from metastable brain dynamics. NeuroImage 2022; 260( ). |
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Cruzat J, Sanz Perl Y, Escrichs A, Vohryzek J, Timmermann C, Roseman L, Luppi Andre I, Ibanez A, Nutt D, Carhart-Harris R, Tagliazucchi E, Deco G, Kringelbach ML. Effects of classic psychedelic drugs on turbulent signatures in brain dynamics. Network neuroscience 2022; 6(4): 1104-1124. |