replay_trajectory_classification.likelihoods.spiking_likelihood_glm

Estimates a Poisson likelihood using place fields estimated with a GLM with a spline basis

Functions

combined_likelihood	Combines the likelihoods of all the cells.
estimate_place_fields	Gives the conditional intensity of the neurons' spiking with respect to position.
estimate_spiking_likelihood
get_firing_rate	Predicts the firing rate given fitted model coefficents.
make_spline_design_matrix	Creates a design matrix for regression with a position spline basis.
make_spline_predict_matrix	Make a design matrix for position bins
poisson_log_likelihood	Probability of parameters given spiking at a particular time.