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Companion paper to the open-source [IDTxl](https://www.github.com/pwollstadt/idtxl) toolbox.

IIT is a promising theory of consciousness, but it is not as close to Physics as some would like it to be.

Despite conceptual similarities, measures of integrated information behave surprisingly differently.

What does it mean for an agent to be 'adaptive'? Here's a formal definition based on causal inference.

Defining 'adaptation' based purely on how long an organism lives is a bad idea.

Rigorous theory of self-organisation based on information theory.

A truly multidisciplinary study on musical improvisation spanning neuroscience, psychology, and art.

What does the informational complexity of dynamical networked systems tell us about intrinsic mechanisms and functions of these complex systems? Recent complexity measures such as integrated information have sought to operationalize this problem …

Tracking the information decomposition of neural networks as they learn.

Continuous-time recurrent neural networks are widely used as models of neural dynamics and also have applications in machine learning. But their dynamics are not yet well understood, especially when they are driven by external stimuli. In this …