Changes for page Dynamic Causal Modeling in Probabilistic Programming Languages
Last modified by mhashemi on 2025/05/09 17:29
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... ... @@ -9,4 +9,29 @@ 9 9 ((( 10 10 11 11 ))) 12 + 13 +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): 14 + 15 +Numpyro: [[https:~~/~~/num.pyro.ai/en/stable/>>url:https://num.pyro.ai/en/stable/]] 16 + 17 +Blackjax: [[https:~~/~~/blackjax-devs.github.io/blackjax/>>url:https://blackjax-devs.github.io/blackjax/]] 18 + 19 +PyMC: [[https:~~/~~/www.pymc.io/welcome.html>>url:https://www.pymc.io/welcome.html]] 20 + 21 +Stan: [[https:~~/~~/mc-stan.org/>>url:https://mc-stan.org/]] 22 +\\\\\\Notebooks: 23 +\\[[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]] 24 +\\ 25 + 26 +{{{@article{Baldy2024AutoDCM, 27 + title={Dynamic Causal Modeling in Probabilistic Programming Languages}, 28 + author={Baldy, Nina and Woodman, Marmaduke and Jirsa, Viktor and Hashemi, Meysam}, 29 + journal={bioRxiv}, 30 + pages={2024--11}, 31 + year={2024}, 32 + publisher={Cold Spring Harbor Laboratory} 33 +} 34 +}}} 35 + 36 + 12 12 )))