diff --git a/MakeFigures.py b/MakeFigures.py
index f8d97a25746b75ce22869cad188bebea8c30a10d..3d218241e365136bc229a0f76d91e6e703e64877 100644
--- a/MakeFigures.py
+++ b/MakeFigures.py
@@ -2,21 +2,23 @@ import pickle
 import scipy.io as sio
 from brian2 import *
 
-#specify where the images must be saved
-outputdir = '/home/yourdir'
+# specify where the images must be saved
+outputdir = '../Figures/'
+
 
 def rasterplot(APs, savetitle, dt, start, stop, color):
     figure(figsize=(8.5, 2.2), dpi=300)
     plt.plot(APs[:, 1] * dt, APs[:, 0], '|', markeredgecolor=color, ms=9, alpha=.3)
-    plt.hlines([-0.3, 0.7, 1.7, 2.7, 3.7, 4.7, 5.7, 6.7, 7.7, 8.7, 9.7, 10.7], -3, stop / second + 1300, colors='black',
-                linewidths=0.7)
+    plt.hlines([-0.3, 0.7, 1.7, 2.7, 3.7, 4.7, 5.7, 6.7, 7.7, 8.7, 9.7, 10.7], -3, stop / second + 1300,
+               colors='black', linewidths=0.7)
     xlim([start/second, stop/second])
     axis("off")
     tight_layout()
     savefig(outputdir + savetitle + '.png', dpi=300, bbox_inches='tight')
     show()
 
-def Marginaldiffplot(samples1, samples2, numparams, priorlimits, parlabels, savetitle):
+
+def marginaldiffplot(samples1, samples2, numparams, priorlimits, parlabels, savetitle):
     for ind in range(numparams):
         fig, ax = plt.subplots(1, 1, figsize=(1.7, 1.7), dpi=300)
         vals, xvals = np.histogram(samples1[:, ind], bins=30)
@@ -28,6 +30,6 @@ def Marginaldiffplot(samples1, samples2, numparams, priorlimits, parlabels, save
         ax.set_xlabel(parlabels[ind])
         ax.spines[['right', 'top']].set_visible(False)
         tight_layout()
-        plt.savefig(savetitle + parlabels[ind] + '.png', dpi=400, format='png',
+        plt.savefig(outputdir + savetitle + parlabels[ind] + '.png', dpi=400, format='png',
                     bbox_inches="tight", transparent=True)
         plt.show()