Integrated information as a common signature of dynamical and information-processing complexity

Complexity as Causal Information Integration

(2020) Carlotta Langer et al.   Entropy

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

(2020) Fernando E. Rosas et al.   PLoS Computational Biology

A general spectral decomposition of causal influences applied to integrated information

(2019) Dror Cohen et al.   JOURNAL OF NEUROSCIENCE METHODS

Reconciling deep learning with symbolic artificial intelligence: representing objects and relations

(2019) Marta Garnelo et al.   Current Opinion in Behavioral Sciences

Scaling Behaviour and Critical Phase Transitions in Integrated Information Theory

(2019) Miguel Aguilera   Entropy

Pointwise Partial Information Decomposition Using the Specificity and Ambiguity Lattices

(2018) Conor Finn et al.   Entropy

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

(2018) Fernando Rosas et al.   Entropy

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

(2018) Pedro Mediano et al.   Entropy

Unique information via dependency constraints

(2018) Ryan G James et al.   Journal of Physics A-Mathematical and Theoretical

The Partial Information Decomposition of Generative Neural Network Models

(2017) Tycho Tax et al.   Entropy

Measuring Multivariate Redundant Information with Pointwise Common Change in Surprisal

(2017) Robin Ince   Entropy

Integrated information theory: from consciousness to its physical substrate

(2016) Giulio Tononi et al.   NATURE REVIEWS NEUROSCIENCE

Unified framework for information integration based on information geometry

(2016) Masafumi Oizumi et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Information Geometry on Complexity and Stochastic Interaction

(2015) Nihat Ay   Entropy

Thermodynamics of information

(2015) Juan M. R. Parrondo et al.   Nature Physics

Chimera states: coexistence of coherence and incoherence in networks of coupled oscillators

(2015) Mark J Panaggio et al.   NONLINEARITY

Consciousness: here, there and everywhere?

(2015) G. Tononi et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

Exploration of synergistic and redundant information sharing in static and dynamical Gaussian systems

(2015) Adam B. Barrett   PHYSICAL REVIEW E

The Problem with Phi: A Critique of Integrated Information Theory

(2015) Michael A. Cerullo   PLoS Computational Biology

Complexity of Multi-Dimensional Spontaneous EEG Decreases during Propofol Induced General Anaesthesia

(2015) Michael Schartner et al.   PLoS One

From the Phenomenology to the Mechanisms of Consciousness: Integrated Information Theory 3.0

(2014) Masafumi Oizumi et al.   PLoS Computational Biology

Local measures of information storage in complex distributed computation

(2012) Joseph T. Lizier et al.   INFORMATION SCIENCES

Being Critical of Criticality in the Brain

(2012) John M. Beggs et al.   Frontiers in Physiology

Anatomy of a bit: Information in a time series observation

(2011) Ryan G. James et al.   CHAOS

Role of local network oscillations in resting-state functional connectivity

(2011) Joana Cabral et al.   NEUROIMAGE

Relating Fisher information to order parameters

(2011) Mikhail Prokopenko et al.   PHYSICAL REVIEW E

Practical Measures of Integrated Information for Time-Series Data

(2011) Adam B. Barrett et al.   PLoS Computational Biology

Information modification and particle collisions in distributed computation

(2010) Joseph T. Lizier et al.   CHAOS

Metastable chimera states in community-structured oscillator networks

(2010) Murray Shanahan   CHAOS

Early-warning signals for critical transitions

(2009) Marten Scheffer et al.   NATURE

Transient Cognitive Dynamics, Metastability, and Decision Making

(2008) Mikhail I. Rabinovich et al.   PLoS Computational Biology

Integrated Information in Discrete Dynamical Systems: Motivation and Theoretical Framework

(2008) David Balduzzi et al.   PLoS Computational Biology