Python Code for Paper: An Efficient and Flexible Spike Train Model via Empirical Bayes Link
Simulation and Estimations using the 'SODS', NB-GLM, Poisson-GLM models.
Simulation for Spiking Neural Network Data
Estimation using MCMC (NUTS).
Examples of simulation and estimations using the 'SODS', NB-GLM, Poisson-GLM models. (To be done)
python
brian2
matplolib
scipy
numpy
pandas
scikit-learn
pymc3