Criticality in the Brain: Evidence and Implications for Neuromorphic Computing

ACS Chem Neurosci. 2018 Jun 20;9(6):1254-1258. doi: 10.1021/acschemneuro.7b00507. Epub 2018 Mar 30.

Abstract

We have discovered an unexpected correlation between the operational temperature of the brain and cognitive abilities across a wide variety of animal species. This correlation is extracted from available data in the literature of the temperature range Δ T at which an animal's brain can operate and its encephalization quotient EQ, which can be used as a proxy for cognitive ability. In particular, we found a power-law dependence between Δ T and EQ. These data support the theory that the brain behaves as a critical system where temperature is one of the critical parameters, tuning the performance of the neural network.

Keywords: Criticality; brain; encephalization quotient; power law; temperature.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Animals
  • Brain / pathology
  • Brain / physiology*
  • Computing Methodologies*
  • Humans
  • Nerve Net / pathology
  • Nerve Net / physiology*
  • Neurosciences
  • Rats
  • Research
  • Temperature*