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
2432016
Measuring integrated information: comparison of candidate measures in theory and simulation
P Mediano, A Seth, A Barrett
Entropy 21 (1), 17, 2019
422019
Relational Forward Models for Multi-Agent Learning
A Tacchetti, HF Song, PAM Mediano, V Zambaldi, NC Rabinowitz, ...
arXiv preprint arXiv:1809.11044, 2018
262018
The Partial Information Decomposition of Generative Neural Network Models
T Tax, PAM Mediano, M Shanahan
Entropy 19 (9), 474, 2017
242017
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
212018
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
202019
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
172018
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
152019
Balanced Information Storage and Transfer in Modular Spiking Neural Networks
PAM Mediano, M Shanahan
arXiv preprint arXiv:1708.04392, 2017
15*2017
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
142019
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
142019
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
132018
Integrated Information and Metastability in Systems of Coupled Oscillators
PAM Mediano, JC Farah, M Shanahan
arXiv preprint arXiv:1606.08313, 2016
92016
Connectome Harmonic Decomposition of Human Brain Dynamics Reveals a Landscape of Consciousness
AI Luppi, J Vohryzek, ML Kringelbach, PAM Mediano, MM Craig, R Adapa, ...
bioRxiv, 2020
62020
Reconciling emergences: An information-theoretic approach to identify causal emergence in multivariate data
FE Rosas, PAM Mediano, HJ Jensen, AK Seth, AB Barrett, ...
arXiv preprint arXiv:2004.08220, 2020
52020
Spectral Modes of Network Dynamics Reveal Increased Informational Complexity Near Criticality
XD Arsiwalla, PAM Mediano, PFMJ Verschure
Procedia Computer Science 108, 119-128, 2017
42017
High-order interdependencies in the aging brain
M Gatica, R Cofre, PAM Mediano, FE Rosas, P Orio, I Diez, SP Swinnen, ...
bioRxiv, 2020
32020
Deep active inference agents using Monte-Carlo methods
Z Fountas, N Sajid, PAM Mediano, K Friston
arXiv preprint arXiv:2006.04176, 2020
22020
A mechanistic model of the neural entropy increase elicited by psychedelic drugs
R Herzog, PAM Mediano, FE Rosas, R Carhart-Harris, Y Sanz, ...
bioRxiv, 2020
22020
An operational information decomposition via synergistic disclosure
F Rosas, P Mediano, B Rassouli, A Barrett
arXiv preprint arXiv:2001.10387, 2020
12020
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