Last modified by mhashemi on 2024/12/03 18:27
From version 11.1
edited by mhashemi
on 2024/12/03 18:27
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To version 7.1
edited by mhashemi
on 2024/11/27 17:55
Change comment: There is no comment for this version

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1 -This tool was developed at INS in Marseille.
2 -Authors: Nina Baldy, Martin Breyton Marmaduke Woodman, Viktor Jirsa, Meysam Hashemi
3 -\\This is a repo to make inference on a mean-filed model of spiking QIF neurons, using Optimization (DE/PSO), Simulation-based Inference (SBI), Hamiltonian Monte Carlo (HMC), and Neural ODEs.
1 +This is a repo to make inference on a mean-filed model of spiking QIF neurons, using Optimization (DE/PSO), Simulation-based Inference (SBI), Hamiltonian Monte Carlo (HMC), and Neural ODEs.
4 4  
5 5  
6 -Code: [[https:~~/~~/wiki.ebrains.eu/bin/view/Collabs/ebrains-task-3-3/Drive#notebooks/Inference_MFM>>https://wiki.ebrains.eu/bin/view/Collabs/ebrains-task-3-3/Drive#notebooks/Inference_MFM]]
4 +\\\\Code: [[https:~~/~~/github.com/ins-amu/Inference_MFM/tree/main>>https://github.com/ins-amu/Inference_MFM/tree/main]]
7 7  
8 -
9 -Ref: [[https:~~/~~/direct.mit.edu/neco/article/36/10/2030/124016>>https://direct.mit.edu/neco/article/36/10/2030/124016]]
10 -
11 -
12 -{{{@article{Inference_MFM,
13 - title={Inference on the macroscopic dynamics of spiking neurons},
6 +{{{citation:
7 +@article{Baldy2024InfMFM,
8 + title={Inference on the Macroscopic Dynamics of Spiking Neurons},
14 14   author={Baldy, Nina and Breyton, Martin and Woodman, Marmaduke M and Jirsa, Viktor K and Hashemi, Meysam},
15 15   journal={Neural Computation},
16 - volume={36},
17 - number={10},
18 - pages={2030--2072},
19 - year={2024},
20 - publisher={MIT Press 255 Main Street, 9th Floor, Cambridge, Massachusetts 02142, USA~…}
11 + volume = {36},
12 + number = {10},
13 + pages = {2030-2072},
14 + year = {2024},
15 + issn = {0899-7667},
16 + doi = {10.1162/neco_a_01701},
17 + url = {https://doi.org/10.1162/neco\_a\_01701},
18 + publisher={MIT Press 255 Main Street, 9th Floor, Cambridge, Massachusetts 02142, USA}
19 + eprint = {https://direct.mit.edu/neco/article-pdf/doi/10.1162/neco\_a\_01701/2469857/neco\_a\_01701.pdf},
21 21  }
22 -}}}
21 +}}}}