Last modified by mhashemi on 2024/12/03 18:27

From version 7.1
edited by mhashemi
on 2024/11/27 17:55
Change comment: There is no comment for this version
To version 6.1
edited by mhashemi
on 2024/11/27 17:53
Change comment: There is no comment for this version

Summary

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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.
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4 -\\\\Code: [[https:~~/~~/github.com/ins-amu/Inference_MFM/tree/main>>https://github.com/ins-amu/Inference_MFM/tree/main]]
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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},
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29 +{{box title="**Contents**"}}
30 +{{toc/}}
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