Last modified by mhashemi on 2025/11/06 14:04
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... ... @@ -1,1 +1,1 @@ 1 -Dynamic Causal Modeling in Probabilistic Programming Languages 1 +Dynamic Causal Modeling in Probabilistic Programming Languages (DCM-PPLs) - Content
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... ... @@ -10,11 +10,13 @@ 10 10 11 11 ))) 12 12 13 -This tool was developed at INS in Marseille. 13 +This open-source tool, called DCM_PPLs, was developed at INS in Marseille. 14 + 15 + 14 14 Authors: Nina Baldy, Marmaduke Woodman, Viktor Jirsa, Meysam Hashemi 15 15 16 16 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):19 +The aim was to provide inference services for Dynamical Causal Modeling of Event-Related Potentials (ERPs) measured with EEG/MEG, using SATO Probabilistic Programming Languages (PPLs): 18 18 19 19 Numpyro: [[https:~~/~~/num.pyro.ai/en/stable/>>url:https://num.pyro.ai/en/stable/]] 20 20 ... ... @@ -36,13 +36,16 @@ 36 36 37 37 [[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]] 38 38 39 -{{{@article{AutoDCM, 40 - title={Dynamic Causal Modeling in Probabilistic Programming Languages}, 41 - author={Baldy, Nina and Woodman, Marmaduke and Jirsa, Viktor and Hashemi, Meysam}, 42 - journal={bioRxiv}, 43 - pages={2024--11}, 44 - year={2024}, 45 - publisher={Cold Spring Harbor Laboratory} 41 + 42 +{{{@article{DCM_PPLs, 43 +author = {Baldy, Nina and Woodman, Marmaduke and Jirsa, Viktor K. and Hashemi, Meysam}, 44 +title = {Dynamic causal modelling in probabilistic programming languages}, 45 +journal = {Journal of The Royal Society Interface}, 46 +volume = {22}, 47 +number = {227}, 48 +pages = {20240880}, 49 +year = {2025}, 50 +doi = {10.1098/rsif.2024.0880}, 46 46 } 47 47 }}} 48 48