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