spike sync example

1 files changed, 32 insertions, 0 deletions

diff --git a/examples/spike_sync.py b/examples/spike_sync.py
new file mode 100644
index 0000000..464dbb0
--- /dev/null
+++ b/examples/spike_sync.py
@@ -0,0 +1,32 @@
+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()