Spike Timing Reliability ======================== Reliability of spike timing. See e.g. Mainen & Sejnowski (1995) for experimental results in vitro. Here: a constant current is injected in all trials. .. code-block:: python // non_reliability.py from brian2 import * N = 24 tau = 20*ms sigma = .015 eqs_neurons = ''' dx/dt = (1.1 - x) / tau + sigma * (2 / tau)**.5 * xi : 1 (unless refractory) ''' neurons = NeuronGroup(N, model=eqs_neurons, threshold='x > 1', reset='x = 0', refractory=5*ms, method='euler') spikes = SpikeMonitor(neurons) run(500*ms, report='text', report_period=0.1*second) .. code-block:: html Reliability of spike timing

Reliability of spike timing.

See e.g. Mainen & Sejnowski (1995) for experimental results in vitro.

Here: a constant current is injected in all trials.

.. code-block:: console python - m brian2wasm non_reliability.py **Output** .. image:: ../images/result_non_reliability.png