Last modified by mhashemi on 2024/12/03 18:27
From version 8.1
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.
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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: @article{Baldy2024InfMFM, title={Inference on the Macroscopic Dynamics of Spiking Neurons}, author={Baldy, Nina and Breyton, Martin and Woodman, Marmaduke M and Jirsa, Viktor K and Hashemi, Meysam}, journal={Neural Computation}, volume = {36}, number = {10}, pages = {2030-2072}, year = {2024}, issn = {0899-7667}, doi = {10.1162/neco_a_01701}, url = {https://doi.org/10.1162/neco\_a\_01701}, publisher={MIT Press 255 Main Street, 9th Floor, Cambridge, Massachusetts 02142, USA} eprint = {https://direct.mit.edu/neco/article-pdf/doi/10.1162/neco\_a\_01701/2469857/neco\_a\_01701.pdf}, } }}}}
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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.