Life as we know it
Wellcome Centre for Human Neuroimaging · National Hospital for Neurology and Neurosurgery · +1 more institution
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.…
Citation impact
- FWCI
- 85.64
- Percentile
- 100%
- References
- 64
Authors
1Topics & keywords
- Markov blanket
- Markov chain
- Computer science
- Blanket
- Inference
- Free energy principle
- Bayesian probability
- Ergodic theory