Last modified by mhashemi on 2025/11/06 14:03
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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.
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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]]
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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 }}}