Pedro A.M. Mediano
Cited by
Cited by
Deep Unsupervised Clustering with Gaussian Mixture Variational Autoencoders
N Dilokthanakul, PAM Mediano, M Garnelo, MCH Lee, H Salimbeni, ...
arXiv preprint arXiv:1611.02648, 2016
Measuring integrated information: Comparison of candidate measures in theory and simulation
PAM Mediano, AK Seth, AB Barrett
Entropy 21 (1), 17, 2018
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
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
Relational Forward Models for Multi-Agent Learning
A Tacchetti, HF Song, PAM Mediano, V Zambaldi, NC Rabinowitz, ...
arXiv preprint arXiv:1809.11044, 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
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
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
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
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
The Partial Information Decomposition of Generative Neural Network Models
T Tax, PAM Mediano, M Shanahan
Entropy 19 (9), 474, 2017
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
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
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
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
A synergistic workspace for human consciousness revealed by integrated information decomposition
AI Luppi, PAM Mediano, FE Rosas, J Allanson, JD Pickard, ...
BioRxiv, 2020.11. 25.398081, 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
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
An operational information decomposition via synergistic disclosure
FE Rosas, PAM Mediano, B Rassouli, AB Barrett
Journal of Physics A: Mathematical and Theoretical 53 (48), 485001, 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
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