Wiki source code of Dynamic Causal Modeling in Probabilistic Programming Languages
Hide last authors
| author | version | line-number | content |
|---|---|---|---|
 |
1.1 | 1 | (% class="row" %) |
| 2 | ((( | ||
| 3 | (% class="col-xs-12 col-sm-8" %) | ||
| 4 | ((( | ||
| |
7.1 | 5 | |
| |
1.1 | 6 | ))) |
| 7 | |||
| 8 | (% class="col-xs-12 col-sm-4" %) | ||
| 9 | ((( | ||
| 10 | |||
| 11 | ))) | ||
| |
9.1 | 12 | |
| |
10.1 | 13 | This tool was developed at INS in Marseille. |
| 14 | Authors: Nina Baldy, Marmaduke Woodman, Viktor Jirsa, Meysam Hashemi | ||
| 15 | |||
| 16 | |||
| |
9.1 | 17 | The aim is to provide inference services for Dynamical Causal Modeling of Event-Related Potentials (ERPs) measured with EEG/MEG, using SATO Probabilistic Programming Languages (PPLs): |
| 18 | |||
| 19 | Numpyro: [[https:~~/~~/num.pyro.ai/en/stable/>>url:https://num.pyro.ai/en/stable/]] | ||
| 20 | |||
| 21 | Blackjax: [[https:~~/~~/blackjax-devs.github.io/blackjax/>>url:https://blackjax-devs.github.io/blackjax/]] | ||
| 22 | |||
| 23 | PyMC: [[https:~~/~~/www.pymc.io/welcome.html>>url:https://www.pymc.io/welcome.html]] | ||
| 24 | |||
| 25 | Stan: [[https:~~/~~/mc-stan.org/>>url:https://mc-stan.org/]] | ||
| |
10.1 | 26 | |
| 27 | |||
| 28 | Notebooks: | ||
| |
9.1 | 29 | \\[[https:~~/~~/wiki.ebrains.eu/bin/view/Collabs/ebrains-task-3-3/Drive#notebooks/DCM_ERP_NumPyro>>https://wiki.ebrains.eu/bin/view/Collabs/ebrains-task-3-3/Drive#notebooks/DCM_ERP_NumPyro]] |
| |
10.1 | 30 | \\Tutorial: |
| |
9.1 | 31 | |
| |
10.1 | 32 | [[https:~~/~~/wiki.ebrains.eu/bin/view/Collabs/ebrains-task-3-3/Drive#notebooks/EITN_tutorial>>https://wiki.ebrains.eu/bin/view/Collabs/ebrains-task-3-3/Drive#notebooks/EITN_tutorial]] |
| 33 | |||
| |
9.1 | 34 | {{{@article{Baldy2024AutoDCM, |
| 35 | title={Dynamic Causal Modeling in Probabilistic Programming Languages}, | ||
| 36 | author={Baldy, Nina and Woodman, Marmaduke and Jirsa, Viktor and Hashemi, Meysam}, | ||
| 37 | journal={bioRxiv}, | ||
| 38 | pages={2024--11}, | ||
| 39 | year={2024}, | ||
| 40 | publisher={Cold Spring Harbor Laboratory} | ||
| 41 | } | ||
| 42 | }}} | ||
| 43 | |||
| 44 | |||
| |
1.1 | 45 | ))) |