<p>I know it has shown in the literature that autism disorder affects brain network connectivity based on rs-fMRI data (<a href="https://doi.org/10.1016/j.nicl.2014.12.013" rel="nofollow noreferrer">Plitt,&nbsp;Barnes,&nbsp;&amp;&nbsp;Martin,&nbsp;2015</a>). They have local over-connectivity but long-distance underconnectivity.</p>

<p>Does ASD affect dynamic of brain networks, such that has an impact on the temporal analysis? What about its effect on frequency analysis?
I wanted to have a whole brain, multilayer brain network analysis of autism disorders and wanted to know which one is better to build my multilayer model based on.</p>

<p><strong>References</strong></p>

<p>Plitt, M., Barnes, K. A., &amp; Martin, A. (2015). Functional connectivity classification of autism identifies highly predictive brain features but falls short of biomarker standards. NeuroImage: Clinical, 7, 359-366. 
doi: <a href="https://doi.org/10.1016/j.nicl.2014.12.013" rel="nofollow noreferrer">10.1016/j.nicl.2014.12.013</a></p>

CC BY-SA 3.0
2018-04-21T11:07:41.287Z
Welcome to Psychology.SE. With *"autism disorder affects brain network connectivity based on rs-fMRI data. they have local over-connectivity"*  to help others reading, could you please provide references to back this up?  I am not in a pure neuroscience field but would be interested to read about this.  Plus, questions and answers with citations backing claims tend to get up-voted as good questions and answers.  For some tips, maybe you would like to read the site's [tour](https://psychology.stackexchange.com/tour) and [good question tips](https://psychology.stackexchange.com/help/how-to-ask)
Chris Rogers
CC BY-SA 3.0
2018-04-24T10:21:39.607Z
if you want a special reference, can take a look at this paper:
https://www.sciencedirect.com/science/article/pii/S2213158214001983
emranvfd
<neuroscience><fmri><brain><autism><analysis>
Temporal and frequency analysis of brain network to study autism disorders
emranvfd
# Temporal and frequency analysis of brain network to study autism disorders

(Asked by: username_0 on 2018-04-20)

I know it has shown in the literature that autism disorder affects brain network connectivity based on rs-fMRI data ([Plitt, Barnes, & Martin, 2015](https://doi.org/10.1016/j.nicl.2014.12.013)). They have local over-connectivity but long-distance underconnectivity.

Does ASD affect dynamic of brain networks, such that has an impact on the temporal analysis? What about its effect on frequency analysis?
I wanted to have a whole brain, multilayer brain network analysis of autism disorders and wanted to know which one is better to build my multilayer model based on.

**References**

Plitt, M., Barnes, K. A., & Martin, A. (2015). Functional connectivity classification of autism identifies highly predictive brain features but falls short of biomarker standards. NeuroImage: Clinical, 7, 359-366.
doi: [10.1016/j.nicl.2014.12.013](https://doi.org/10.1016/j.nicl.2014.12.013)

**Tags:** neuroscience, fmri, brain, autism, analysis

> **Comments:**
> **username_1**: Welcome to Psychology.SE. With *"autism disorder affects brain network connectivity based on rs-fMRI data. they have local over-connectivity"*  to help others reading, could you please provide references to back this up?  I am not in a pure neuroscience field but would be interested to read about this.  Plus, questions and answers with citations backing claims tend to get up-voted as good questions and answers.  For some tips, maybe you would like to read the site's [tour](https://psychology.stackexchange.com/tour) and [good question tips](https://psychology.stackexchange.com/help/how-to-ask)  
> **username_0**: if you want a special reference, can take a look at this paper: https://www.sciencedirect.com/science/article/pii/S2213158214001983  

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