| Deep Unsupervised Clustering with Gaussian Mixture Variational Autoencoders N Dilokthanakul, PAM Mediano, M Garnelo, MCH Lee, H Salimbeni, ... arXiv preprint arXiv:1611.02648, 2016 | 427 | 2016 |
| Measuring integrated information: Comparison of candidate measures in theory and simulation PAM Mediano, AK Seth, AB Barrett Entropy 21 (1), 17, 2018 | 83 | 2018 |
| IDTxl: The Information Dynamics Toolkit xl: a Python package for the efficient analysis of multivariate information dynamics in networks P Wollstadt, JT Lizier, R Vicente, C Finn, M Martínez-Zarzuela, P Mediano, ... arXiv preprint arXiv:1807.10459, 2018 | 60 | 2018 |
| Relational Forward Models for Multi-Agent Learning A Tacchetti, HF Song, PAM Mediano, V Zambaldi, NC Rabinowitz, ... arXiv preprint arXiv:1809.11044, 2018 | 57 | 2018 |
| Large-scale directed network inference with multivariate transfer entropy and hierarchical statistical testing L Novelli, P Wollstadt, P Mediano, M Wibral, JT Lizier Network Neuroscience 3 (3), 827-847, 2019 | 56 | 2019 |
| Quantifying high-order interdependencies via multivariate extensions of the mutual information FE Rosas, PAM Mediano, M Gastpar, HJ Jensen Physical Review E 100 (3), 032305, 2019 | 55 | 2019 |
| Reconciling emergences: An information-theoretic approach to identify causal emergence in multivariate data FE Rosas, PAM Mediano, HJ Jensen, AK Seth, AB Barrett, ... PLOS Computational Biology 16 (12), e1008289, 2020 | 45 | 2020 |
| Deep active inference agents using Monte-Carlo methods Z Fountas, N Sajid, P Mediano, K Friston Advances in neural information processing systems 33, 11662-11675, 2020 | 42 | 2020 |
| The Phi Measure of Integrated Information is not Well-Defined for General Physical Systems AB Barrett, PAM Mediano Journal of Consciousness Studies 26 (1-2), 11-20, 2019 | 41 | 2019 |
| The Partial Information Decomposition of Generative Neural Network Models T Tax, PAM Mediano, M Shanahan Entropy 19 (9), 474, 2017 | 40 | 2017 |
| A mechanistic model of the neural entropy increase elicited by psychedelic drugs R Herzog, PAM Mediano, FE Rosas, R Carhart-Harris, YS Perl, ... Scientific reports 10 (1), 1-12, 2020 | 38 | 2020 |
| Beyond integrated information: A taxonomy of information dynamics phenomena PAM Mediano, F Rosas, RL Carhart-Harris, AK Seth, AB Barrett arXiv preprint arXiv:1909.02297, 2019 | 31 | 2019 |
| The improvisational state of mind: a multidisciplinary study of an improvisatory approach to classical music repertoire performance D Dolan, HJ Jensen, PAM Mediano, M Molina-Solana, H Rajpal, F Rosas, ... Frontiers in Psychology 9, 2018 | 31 | 2018 |
| A synergistic core for human brain evolution and cognition AI Luppi, PAM Mediano, FE Rosas, N Holland, TD Fryer, JT O’Brien, ... Nature Neuroscience 25 (6), 771-782, 2022 | 30 | 2022 |
| An information-theoretic approach to self-organisation: Emergence of complex interdependencies in coupled dynamical systems F Rosas, P Mediano, M Ugarte, H Jensen Entropy 20 (10), 793, 2018 | 30 | 2018 |
| Balanced Information Storage and Transfer in Modular Spiking Neural Networks PAM Mediano, M Shanahan arXiv preprint arXiv:1708.04392, 2017 | 25* | 2017 |
| Whole-brain models to explore altered states of consciousness from the bottom up R Cofré, R Herzog, PAM Mediano, J Piccinini, FE Rosas, Y Sanz Perl, ... Brain Sciences 10 (9), 626, 2020 | 22 | 2020 |
| High-order interdependencies in the aging brain M Gatica, R Cofré, PAM Mediano, FE Rosas, P Orio, I Diez, SP Swinnen, ... Brain connectivity 11 (9), 734-744, 2021 | 21 | 2021 |
| A Synergistic Workspace for Human Consciousness Revealed by Integrated Information Decomposition AI Luppi, PAM Mediano, FE Rosas, J Allanson, JD Pickard, ... bioRxiv, 2020 | 21 | 2020 |
| Distributed harmonic patterns of structure-function dependence orchestrate human consciousness AI Luppi, J Vohryzek, ML Kringelbach, PAM Mediano, MM Craig, R Adapa, ... BioRxiv, 2020.08. 10.244459, 2022 | 20 | 2022 |
Fernando E. RosasResearch Fellow at Imperial College LondonAdresse e-mail validée de imperial.ac.uk
