def run_neuron_experiment(N, input_rates, weights, threshold,
T=None, nspikes=None, neuron_model=RegularNeuron):
"""Run an experiment with a single neuron
"""
spike_rates = set_list_var(input_rates, N)
weights = set_list_var(weights, N)
neurons = [neuron_model(spike_rate, weight) for
spike_rate, weight in
zip(spike_rates, weights)]
pool = Pool(neurons=neurons, threshold=threshold)
spks_in = pool.gen_nrn_spikes(T=T, nspikes=nspikes)
merged_spks_in = pool.merge_spikes(spks_in)
spks_out, acc_state = pool.gen_acc_spikes(merged_spks_in)
return spks_in, acc_state, spks_out
