Wiki source code of Inference on the Macroscopic Dynamics of Spiking Neurons
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7.1 | 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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7.1 | 4 | \\\\Code: [[https:~~/~~/github.com/ins-amu/Inference_MFM/tree/main>>https://github.com/ins-amu/Inference_MFM/tree/main]] |
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1.1 | 5 | |
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7.1 | 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 | }}}} |