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List of works by Pedro Mediano

A Synergistic Workspace for Human Consciousness Revealed by Integrated Information Decomposition

scholarly article

An Information-Theoretic Approach to Self-Organisation: Emergence of Complex Interdependencies in Coupled Dynamical Systems

scientific article published on 16 October 2018

Deep active inference agents using Monte-Carlo methods ⬇️

scientific article published in November 2020

IDTxl: The Information Dynamics Toolkit xl: a Python package for the efficient analysis of multivariate information dynamics in networks

scientific article published on 19 February 2019

Large-scale directed network inference with multivariate transfer entropy and hierarchical statistical testing

scientific article published on 01 July 2019

Measuring Integrated Information: Comparison of Candidate Measures in Theory and Simulation

scientific article published on 25 December 2018

Reconciling emergences: An information-theoretic approach to identify causal emergence in multivariate data

scientific article published on 21 December 2020

Sex differences in prenatal development of neural complexity in the human brain

The Partial Information Decomposition of Generative Neural Network Models

Whole-Brain Models to Explore Altered States of Consciousness from the Bottom Up

scientific article published on 10 September 2020

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