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Recurrent, nonequilibrium systems and the Markov blanket assumption

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Abstract Markov blankets – statistical independences between system and environment – have become popular to describe the boundaries of living systems under Bayesian views of cognition. The intuition behind Markov… Click to show full abstract

Abstract Markov blankets – statistical independences between system and environment – have become popular to describe the boundaries of living systems under Bayesian views of cognition. The intuition behind Markov blankets originates from considering acyclic, atemporal networks. In contrast, living systems display recurrent, nonequilibrium interactions that generate pervasive couplings between system and environment, making Markov blankets highly unusual and restricted to particular cases.

Keywords: nonequilibrium systems; markov blankets; recurrent nonequilibrium; blanket assumption; markov blanket; systems markov

Journal Title: Behavioral and Brain Sciences
Year Published: 2022

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