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""" isi_matrix.py
Simple example showing how to compute the isi distance matrix of a set of spike
trains.
Copyright 2014, Mario Mulansky <mario.mulansky@gmx.net>
Distributed under the MIT License (MIT)
"""
from __future__ import print_function
import numpy as np
import matplotlib.pyplot as plt
import pyspike as spk
# first load the data, interval ending time = 4000, start=0 (default)
spike_trains = spk.load_spike_trains_from_txt("SPIKY_testdata.txt", 4000)
print(len(spike_trains))
m = spk.isi_distance_matrix(spike_trains)
plt.imshow(m, interpolation='none')
plt.show()
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