Last modified by mhashemi on 2024/12/03 18:27
From version 7.1
edited by mhashemi
on 2024/11/27 17:55
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To version 10.1
edited by mhashemi
on 2024/12/03 18:19
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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.
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.
2 2  
3 3  
4 -\\\\Code: [[https:~~/~~/github.com/ins-amu/Inference_MFM/tree/main>>https://github.com/ins-amu/Inference_MFM/tree/main]]
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]]
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6 -{{{citation:
7 -@article{Baldy2024InfMFM,
8 - title={Inference on the Macroscopic Dynamics of Spiking Neurons},
9 - author={Baldy, Nina and Breyton, Martin and Woodman, Marmaduke M and Jirsa, Viktor K and Hashemi, Meysam},
10 - journal={Neural Computation},
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},
20 -}
21 -}}}}
8 +
9 +Ref: Baldy N, Breyton M, Woodman MM, Jirsa VK, Hashemi M. Inference on the macroscopic dynamics of spiking neurons. Neural Computation. 2024 Sep 17;36(10):2030-72.