Question: This project is somewhat open ended. It studies several papers to develop some insights into the importance of the co-existence of brain structures possessing characteristic

This project is somewhat open ended. It studies several papers to develop some insights into the importance of the co-existence of brain structures possessing characteristic scales with scale-invariant (power law dependence on separation) correlation function and power-distributed bursts of brain activity.
Recall the discussion in Sec. 2.1. In [136], analysis of fMRI scans of the brain found that the BOLD activity in the brain lacks a characteristic scale. Scale invariance and criticality is described in [281] as crucial for a healthy brain.
From the same type of scans it is routinely concluded that the brain possesses welldefined structures, see Fig. 2 in [463] consisting of brain regions particularly involved in certain tasks such as vision and motion. These regions appear to form collaborative networks, see Fig. 3 in [463] and [72].
(a) Try to think about how the BOLD signal of fMRI, when averaged over time and space, can lead to a scale-invariant correlation function while when analysed as in [463] it allows the identification of characteristic spatial regions. 

In agreement with the observed behaviour of the BOLD correlation function [136], indications of scale-invariant brain dynamics were also seen at the microscale of bursts of neuronal firing [56] and at the macroscale of BOLD signal activity [433].
(b) Try to think about how the burst activity needs to be organised in space and time in order to be able to be described by a scale-free correlation function and also at the same time to exhibit spatial structures and networks when analysed as in [72, 463].

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a The BOLD signal in fMRI represents changes in blood oxygenation levels which are believed to be associated with neuronal activity When averaged over time and space the BOLD signal can exhibit a scal... View full answer

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