Follow
Pedro A.M. Mediano
Title
Cited by
Cited by
Year
Deep Unsupervised Clustering with Gaussian Mixture Variational Autoencoders
N Dilokthanakul, PAM Mediano, M Garnelo, MCH Lee, H Salimbeni, ...
arXiv preprint arXiv:1611.02648, 2016
6202016
Measuring integrated information: Comparison of candidate measures in theory and simulation
PAM Mediano, AK Seth, AB Barrett
Entropy 21 (1), 17, 2018
1342018
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
1212019
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
1172022
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
1042018
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
922020
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
912020
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
862019
Relational Forward Models for Multi-Agent Learning
A Tacchetti, HF Song, PAM Mediano, V Zambaldi, NC Rabinowitz, ...
arXiv preprint arXiv:1809.11044, 2018
832018
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
682020
The Partial Information Decomposition of Generative Neural Network Models
T Tax, PAM Mediano, M Shanahan
Entropy 19 (9), 474, 2017
662017
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
612019
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
542020
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
542018
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
522021
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
492018
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
462020
Causal blankets: Theory and algorithmic framework
FE Rosas, PAM Mediano, M Biehl, S Chandaria, D Polani
International workshop on active inference, 187-198, 2020
442020
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
432020
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
422019
The system can't perform the operation now. Try again later.
Articles 1–20