replay_trajectory_classification.likelihoods.spiking_likelihood_glm.poisson_log_likelihood#

poisson_log_likelihood(spikes: ndarray, conditional_intensity: ndarray) → ndarray[source]#

Probability of parameters given spiking at a particular time.

Parameters:

spikes (np.ndarray, shape (n_time,)) – Indicator of spike or no spike at current time.
conditional_intensity (np.ndarray, shape (n_place_bins,)) – Instantaneous probability of observing a spike

Returns:

poisson_log_likelihood

Return type:

np.ndarray, shape (n_time, n_place_bins)