articleJournal of The Royal Society InterfaceJul 3, 2013BRONZE OA

Life as we know it

Wellcome Centre for Human Neuroimaging · National Hospital for Neurology and Neurosurgery · +1 more institution

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Abstract

This paper presents a heuristic proof (and simulations of a primordial soup) suggesting that life-or biological self-organization-is an inevitable and emergent property of any (ergodic) random dynamical system that possesses a Markov blanket. This conclusion is based on the following arguments: if the coupling among an ensemble of dynamical systems is mediated by short-range forces, then the states of remote systems must be conditionally independent. These independencies induce a Markov blanket that separates internal and external states in a statistical sense. The existence of a Markov blanket means that internal states will appear to minimize a free energy functional of the states of their Markov blanket.…

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Topics & keywords

Keywords
  • Markov blanket
  • Markov chain
  • Computer science
  • Blanket
  • Inference
  • Free energy principle
  • Bayesian probability
  • Ergodic theory
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