Complexity

Complexity theory

Emergence, self-organisation, and cellular automata.

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

Rigorous theory of causal emegence based on information decomposition.

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

Integrated Information Theory is an exciting theory for complexity, regardless of claims about consciousness.

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

Short (20 min) talk covering our work on causal emergence.

An information-theoretic approach to self-organisation: Emergence of complex interdependencies in coupled dynamical systems

Rigorous theory of self-organisation based on information theory.

Balanced information storage and transfer in modular spiking neural networks

Information transfer and storage are balanced when neural avalanches are powerlaw-distributed.

Integrated information and metastability in systems of coupled oscillators

Integrated information peaks in the critical regime in oscillator networks.