Toward a Unified Analysis of the Brain Criticality Hypothesis: Reviewing Several Available Tools-Reference-Cited by-同舟云学术

Toward a Unified Analysis of the Brain Criticality Hypothesis: Reviewing Several Available Tools

Published:2022-05-20 Issue: Volume:16 Page:
ISSN:1662-5110
Container-title:Frontiers in Neural Circuits
language:
Short-container-title:Front. Neural Circuits

Author:

Yu Chaojun

Abstract

The study of the brain criticality hypothesis has been going on for about 20 years, various models and methods have been developed for probing this field, together with large amounts of controversial experimental findings. However, no standardized protocol of analysis has been established so far. Therefore, hoping to make some contributions to standardization of such analysis, we review several available tools used for estimating the criticality of the brain in this paper.

Funder

National Natural Science Foundation of China

Publisher

Frontiers Media SA

Subject

Cellular and Molecular Neuroscience,Cognitive Neuroscience,Sensory Systems,Neuroscience (miscellaneous)

Reference44 articles.

1. A new look at the statistical model identification;Akaike;IEEE Trans. Autom. Control,1974

2. Powerlaw: a python package for analysis of heavy-tailed distributions;Alstott;PLoS ONE,2014

3. Analysis of power-law exponents by maximum-likelihood maps;Baró;Phys. Rev. E,2012

4. Parameter estimation for power-law distributions by maximum likelihood methods;Bauke;Eur. Phys. J. B,2007

5. The criticality hypothesis: how local cortical networks might optimize information processing;Beggs;Philos. Trans. R. Soc. A Math. Phys. Eng. Sci,2008

Cited by 1 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Critical scaling of whole-brain resting-state dynamics;Communications Biology;2023-06-10