examples/example_24_large_scale_brian2_simulation/clusternet.py
def _compute_mean_fano_factor( neuron_ids, spike_res, time_window, start_time, end_time):
        """Computes average Fano Factor over many neurons.

        :param neuron_ids:

            List of neuron indices to average over

        :param spike_res:

            Result containing all the spikes

        :param time_window:

            Length of the consecutive time windows to compute the FF

        :param start_time:

            Start time of measurement to consider

        :param end_time:

            End time of measurement to consider

        :return:

            Average fano factor

        """
        ffs = np.zeros(len(neuron_ids))

        for idx, neuron_id in enumerate(neuron_ids):
            ff=CNFanoFactorComputer._compute_fano_factor(
                            spike_res, neuron_id, time_window, start_time, end_time)
            ffs[idx]=ff

        mean_ff = np.mean(ffs)
        return mean_ff
def _compute_mean_fano_factor( neuron_ids, spike_res, time_window, start_time, end_time):
        """Computes average Fano Factor over many neurons.

        :param neuron_ids:

            List of neuron indices to average over

        :param spike_res:

            Result containing all the spikes

        :param time_window:

            Length of the consecutive time windows to compute the FF

        :param start_time:

            Start time of measurement to consider

        :param end_time:

            End time of measurement to consider

        :return:

            Average fano factor

        """
        ffs = np.zeros(len(neuron_ids))

        for idx, neuron_id in enumerate(neuron_ids):
            ff=CNFanoFactorComputer._compute_fano_factor(
                            spike_res, neuron_id, time_window, start_time, end_time)
            ffs[idx]=ff

        mean_ff = np.mean(ffs)
        return mean_ff
Computes average Fano Factor over many neurons.

        :param neuron_ids:

            List of neuron indices to average over

        :param spike_res:

            Result containing all the spikes

        :param time_window:

            Length of the consecutive time windows to compute the FF

        :param start_time:

            Start time of measurement to consider

        :param end_time:

            End time of measurement to consider

        :return:

            Average fano factor