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 9.1
edited by mhashemi
on 2024/11/27 17:56
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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.
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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]]
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9 -Ref: [[https:~~/~~/direct.mit.edu/neco/article/36/10/2030/124016>>https://direct.mit.edu/neco/article/36/10/2030/124016]]
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12 -{{{@article{Inference_MFM,
13 - title={Inference on the macroscopic dynamics of spiking neurons},
14 - author={Baldy, Nina and Breyton, Martin and Woodman, Marmaduke M and Jirsa, Viktor K and Hashemi, Meysam},
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~…}
21 -}
22 -}}}
7 +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.