Last modified by mhashemi on 2024/12/03 18:26
From version 3.1
edited by mhashemi
on 2024/11/27 17:58
Change comment: There is no comment for this version
To version 17.1
edited by mhashemi
on 2024/12/03 18:26
Change comment: There is no comment for this version

Summary

Details

Page properties
Content
... ... @@ -1,35 +1,28 @@
1 -(% class="jumbotron" %)
2 -(((
3 -(% class="container" %)
4 -(((
5 -= My Collab's Extended Title =
1 +This tool was developed at INS in Marseille.
2 +Authors: M Hashemi, A Ziaeemehr, MM Woodman, J Fousek, S Petkoski, VK Jirsa
6 6  
7 -My collab's subtitle
8 -)))
9 -)))
4 +Virtual Brain Models imply latent nonlinear state space models
5 +driven by noise and network input, necessitating advanced probabilistic
6 +machine learning techniques for widely applicable Bayesian estimation.
7 +Here we present Simulation-based Inference on Virtual Brain Models (SBI-VBMs),
8 +and demonstrate that training deep neural networks on both spatio-temporal and
9 +functional features allows for accurate estimation of generative parameters in brain disorders.
10 10  
11 -(% class="row" %)
12 -(((
13 -(% class="col-xs-12 col-sm-8" %)
14 -(((
15 -= What can I find here? =
16 16  
17 -* Notice how the table of contents on the right
18 -* is automatically updated
19 -* to hold this page's headers
12 +Code: [[https:~~/~~/wiki.ebrains.eu/bin/view/Collabs/ebrains-task-3-3/Drive#notebooks/SBI-VBM>>https://wiki.ebrains.eu/bin/view/Collabs/ebrains-task-3-3/Drive#notebooks/SBI-VBM]]
20 20  
21 -= Who has access? =
14 +(% style="text-align: justify;" %)
15 +Ref: [[https:~~/~~/iopscience.iop.org/article/10.1088/2632-2153/ad6230>>https://iopscience.iop.org/article/10.1088/2632-2153/ad6230]]
22 22  
23 -Describe the audience of this collab.
24 -)))
25 -
26 -
27 -(% class="col-xs-12 col-sm-4" %)
28 -(((
29 -{{box title="**Contents**"}}
30 -{{toc/}}
31 -{{/box}}
32 -
33 -
34 -)))
35 -)))
17 +{{{
18 +@article{SBI-VBM,
19 + title={Simulation-based inference on virtual brain models of disorders},
20 + author={Hashemi, Meysam and Ziaeemehr, Abolfazl and Woodman, Marmaduke M and Fousek, Jan and Petkoski, Spase and Jirsa, Viktor K},
21 + journal={Machine Learning: Science and Technology},
22 + volume={5},
23 + number={3},
24 + pages={035019},
25 + year={2024},
26 + publisher={IOP Publishing}
27 +}
28 +}}}
XWiki.XWikiRights[2]
Allow/Deny
... ... @@ -1,0 +1,1 @@
1 +Allow
Groups
... ... @@ -1,0 +1,1 @@
1 +Collabs.sbi-vbms._.groups.collab-sbi-vbms-administrator
Levels
... ... @@ -1,0 +1,1 @@
1 +view,comment,edit,delete
XWiki.XWikiRights[3]
Allow/Deny
... ... @@ -1,0 +1,1 @@
1 +Allow
Levels
... ... @@ -1,0 +1,1 @@
1 +view
Users
... ... @@ -1,0 +1,1 @@
1 +XWiki.XWikiGuest
XWiki.XWikiRights[4]
Allow/Deny
... ... @@ -1,0 +1,1 @@
1 +Allow
Groups
... ... @@ -1,0 +1,1 @@
1 +XWiki.XWikiAllGroup
Levels
... ... @@ -1,0 +1,1 @@
1 +view