diff --git a/README.md b/README.md
index db412ac..73f87b4 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,4 @@
-# Factor-based Spiking Network
+# Factor-based Spiking Networks
 
 Demos for training recurrent spiking networks, as described in `The centrality of population-level factors to network computation is demonstrated by a versatile approach for training spiking networks`.