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""" merge.py
Simple example showing the merging of two spike trains.
Copyright 2014, Mario Mulansky <mario.mulansky@gmx.net>
Distributed under the BSD License
"""
from __future__ import print_function
import numpy as np
import matplotlib.pyplot as plt
import pyspike as spk
# first load the data, ending time = 4000
spike_trains = spk.load_spike_trains_from_txt("PySpike_testdata.txt", 4000)
merged_spike_train = spk.merge_spike_trains([spike_trains[0], spike_trains[1]])
print(merged_spike_train.spikes)
plt.plot(spike_trains[0], np.ones_like(spike_trains[0]), 'o')
plt.plot(spike_trains[1], np.ones_like(spike_trains[1]), 'x')
plt.plot(merged_spike_train.spikes,
2*np.ones_like(merged_spike_train), 'o')
plt.show()
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