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Christoph Mathys

2 papers in the library · 82 citations · publishing 2020-2023

Papers

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Phi fluctuates with surprisal: An empirical pre-study for the synthesis of the free energy principle and integrated information theory.

PLoS Computational Biology October 1, 2023 Christoffer Lundbak Olesen, Peter Thestrup Waade, Larissa Albantakis et al.

The Free Energy Principle (FEP) and Integrated Information Theory (IIT) are two ambitious theoretical approaches. The first aims to make a formal framework for describing self-organizing and life-like systems in general, and the second attempts a mathematical theory of conscious experience based on the intrinsic properties of a system. They are each concerned with complementary aspects of the...

Ketamine Affects Prediction Errors about Statistical Regularities: A Computational Single-Trial Analysis of the Mismatch Negativity

Journal of Neuroscience June 19, 2020 Lilian Weber, Andreea O. Diaconescu, Christoph Mathys et al. 82 citations

The auditory mismatch negativity (MMN) is significantly reduced in schizophrenia. Notably, a similar MMN reduction can be achieved with NMDA receptor (NMDAR) antagonists. Both phenomena have been interpreted as reflecting an impairment of predictive coding or, more generally, the "Bayesian brain" notion that the brain continuously updates a hierarchical model to infer the causes of its sensory...