replay_trajectory_classification.standard_decoder.poisson_mark_log_likelihood#

poisson_mark_log_likelihood(joint_mark_intensity, ground_process_intensity, time_bin_size=1)[source]#

Probability of parameters given spiking indicator at a particular time and associated marks. :param joint_mark_intensity: :type joint_mark_intensity: ndarray, shape (n_time, n_bins) :param ground_process_intensity: :type ground_process_intensity: ndarray, shape (1, n_bins) :param time_bin_size: :type time_bin_size: int, optional

Returns:

poisson_mark_log_likelihood

Return type:

ndarray, shape (n_time, n_bins)