diff --git a/README.md b/README.md
index ef40a296dd68658f38724fca51a933bb9c0494cb..8bf8bc5063b536c52b9766bc0ae87b90f54f95b9 100644
--- a/README.md
+++ b/README.md
@@ -7,7 +7,7 @@ The model has been documented in the following publications:
 
 1. Schmidt M, Bakker R, Hilgetag CC, Diesmann M & van Albada SJ (2017)
    Multi-scale account of the network structure of macaque visual cortex
-   Brain Struct Funct (2017) [https://doi.org/10.1007/s00429-017-1554-4](https://doi.org/10.1007/s00429-017-1554-4)
+   Brain Structure and Function (2017) [https://doi.org/10.1007/s00429-017-1554-4](https://doi.org/10.1007/s00429-017-1554-4)
 
 2. Schuecker J, Schmidt M, van Albada SJ, Diesmann M & Helias M (2017)
    Fundamental Activity Constraints Lead to Specific Interpretations of the Connectome.
diff --git a/figures/Schmidt2017/graph_helpers.py b/figures/Schmidt2017/graph_helpers.py
index 953e5c4d71ce115bb13c5e282a9677aa725a34d8..304c3af263df20d099284dcd0f01161826885057 100644
--- a/figures/Schmidt2017/graph_helpers.py
+++ b/figures/Schmidt2017/graph_helpers.py
@@ -101,7 +101,7 @@ def modularity(g, membership):
     and cluster memberships.
 
     See Schmidt, M., Bakker, R., Hilgetag, C.C. et al.
-    Brain Struct Funct (2017). https://doi.org/10.1007/s00429-017-1554-4
+    Brain Structure and Function (2017),
     for a derivation.
 
     Parameters
@@ -138,7 +138,7 @@ def all_pairs_bellman_ford_path(g, weight='distance'):
     Compute the shorted paths between nodes of a graph
     using the Bellman-Ford algorithm.
     See Schmidt, M., Bakker, R., Hilgetag, C.C. et al.
-    Brain Struct Funct (2017). https://doi.org/10.1007/s00429-017-1554-4
+    Brain Structure and Function (2017),
     for details.
 
     Parameters
diff --git a/figures/Schmidt2017/helpers.py b/figures/Schmidt2017/helpers.py
index 70e092740d72c445f0a0c3133b703fd02b27f9d4..c716a177ceaf51e29bca5cffb3d0869bffa46aa6 100644
--- a/figures/Schmidt2017/helpers.py
+++ b/figures/Schmidt2017/helpers.py
@@ -61,7 +61,7 @@ def structural_gradient(target_area, source_area, structure):
     """
     Returns the structural gradient between two areas
     See Schmidt, M., Bakker, R., Hilgetag, C.C. et al.
-    Brain Struct Funct (2017). https://doi.org/10.1007/s00429-017-1554-4
+    Brain Structure and Function (2017),
     for a definition.
 
     Parameters
diff --git a/multiarea_model/data_multiarea/VisualCortex_Data.py b/multiarea_model/data_multiarea/VisualCortex_Data.py
index 78f9934224e12c8c5aa78a1a83f18a23d60ea3d3..f700aa551072ba8ce90cf9a5028ac8b03d905284 100644
--- a/multiarea_model/data_multiarea/VisualCortex_Data.py
+++ b/multiarea_model/data_multiarea/VisualCortex_Data.py
@@ -12,7 +12,7 @@ This script provides the function process_raw_data which fulfils two tasks:
 All details of the procedures in this scripts are described in
 Schmidt M, Bakker R, Hilgetag CC, Diesmann M & van Albada SJ (2017)
 "Multi-scale account of the network structure of macaque visual cortex"
-Brain Struct Funct (2017)
+Brain Structure and Function (2017)
 
 
 Experimental Data