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from __future__ import print_function
import numpy as np
import matplotlib.pyplot as plt
import pyspike as spk
spike_trains = spk.load_spike_trains_from_txt("PySpike_testdata.txt",
time_interval=(0, 4000))
print(spike_trains[0])
print(spike_trains[1])
# plt.plot(spike_trains[0], np.ones_like(spike_trains[0]), 'o')
# plt.plot(spike_trains[1], np.zeros_like(spike_trains[1]), 'o')
plt.figure()
f = spk.spike_sync_profile(spike_trains[0], spike_trains[1])
x, y = f.get_plottable_data()
plt.plot(x, y, '--k', label="SPIKE-SYNC profile")
print(x)
print(y)
f = spk.spike_profile(spike_trains[0], spike_trains[1])
x, y = f.get_plottable_data()
plt.plot(x, y, '-b', label="SPIKE-profile")
plt.legend(loc="upper left")
plt.show()
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