GitHub - alexsuse/Plastic-Neurons: Plastic Poisson Neurons

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 6,604 Commits
.gitignore		.gitignore
README		README
alpha_mse		alpha_mse
bistable_classif.pik		bistable_classif.pik
bistable_reconst.pik		bistable_reconst.pik
bistable_reconst_new.pik		bistable_reconst_new.pik
convergence		convergence
correlation.py		correlation.py
dense_back.pik		dense_back.pik
dense_cor.pik		dense_cor.pik
dense_corrected.pik		dense_corrected.pik
dense_new.pik		dense_new.pik
dense_pickle.pik		dense_pickle.pik
dense_sparse.pik		dense_sparse.pik
dense_sparse_back.pik		dense_sparse_back.pik
dense_to_sparse.pik		dense_to_sparse.pik
dense_to_sparse.py		dense_to_sparse.py
figure_5_14.pdf		figure_5_14.pdf
figure_5_14.py		figure_5_14.py
filtering_both.pdf		filtering_both.pdf
filtering_both.tiff		filtering_both.tiff
gaussianenv.py		gaussianenv.py
gitignore		gitignore
lateralinhibition.py		lateralinhibition.py
long_pickle.pik		long_pickle.pik
mmse_2.pkl		mmse_2.pkl
mmse_adaptive_3		mmse_adaptive_3
mmse_adaptive_4.pkl		mmse_adaptive_4.pkl
mmse_bistable.pkl		mmse_bistable.pkl
mmse_bistable_new.pkl		mmse_bistable_new.pkl
particlefilter.py		particlefilter.py
pickle_alphas		pickle_alphas
pickle_alphas_1		pickle_alphas_1
plasticou.py		plasticou.py
plotting.py		plotting.py
plotting_bistable.py		plotting_bistable.py
poissonneuron.py		poissonneuron.py
pool.py		pool.py
pool_bistable.py		pool_bistable.py
pool_dense.py		pool_dense.py
pool_ratedistortion.py		pool_ratedistortion.py
poolparticles.py		poolparticles.py
ratedistortion.py		ratedistortion.py
script.py		script.py
script_particles.py		script_particles.py
scriptbistable.py		scriptbistable.py
sparse_coding.py		sparse_coding.py
sparse_corrected.pik		sparse_corrected.pik

Repository files navigation

Scripts for running a particle filter on Poisson observations

pool.py - runs multiple instances of the particle filter with different values for the tuning width and adaption time constant

script.py - compares gaussian and particle filters for the task

scriptbistable.py - runs a particle filter task on a bistable process