The brain can be considered as a thermodynamic machine working out of equilibrium, crossed by a stationary (under normal conditions) flux of energy, that is dissipated through thermal fluctuations. The analogy with a fluid state suggests that long space-time correlations have to be present in such a machine to keep it in working conditions, thus making the brain effectively explore dynamical and statistical regimes characterized by scale-free properties. We argue that such a distinctive feature may emerge from an out-of-equilib-rium thermodynamic approach and also from microscopic models (neural networks) with a suitable combination of phenomenological ingredients.

On brain fluctuations and the challenges ahead

Roberto Livi
2013

Abstract

The brain can be considered as a thermodynamic machine working out of equilibrium, crossed by a stationary (under normal conditions) flux of energy, that is dissipated through thermal fluctuations. The analogy with a fluid state suggests that long space-time correlations have to be present in such a machine to keep it in working conditions, thus making the brain effectively explore dynamical and statistical regimes characterized by scale-free properties. We argue that such a distinctive feature may emerge from an out-of-equilib-rium thermodynamic approach and also from microscopic models (neural networks) with a suitable combination of phenomenological ingredients.
2013
Istituto dei Sistemi Complessi - ISC
Machine working
Microscopic models
Scale-free properties
Space-time correlation
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/249275
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