diff --git a/notes.md b/notes.md
index 5775558..0682584 100644
--- a/notes.md
+++ b/notes.md
@@ -206,3 +206,4 @@
 2019-08-14T19:39:00 - Late-night bugfix on financial RL environment (pulp-runtime)
 2019-08-14T06:49:00 - Trying out boneh-franklin approach for IBE (ref. 2003 paper) (pulp-runtime)
 2019-08-14T18:50:00 - Refactor for clarity, might break a few tests though (pulp-runtime)
+2019-08-22T21:32:00 - Minor doc updates: linking to article on quantization (pulp-runtime)