diff --git a/notes.md b/notes.md
index 6d0f08b..2d26505 100644
--- a/notes.md
+++ b/notes.md
@@ -43,3 +43,4 @@
 2015-06-06T19:58:00 - Implementing approach from a new paper read last night (prophet)
 2015-06-06T06:25:00 - Implementing approach from a new paper read last night (prophet)
 2015-07-28T22:03:00 - Refactor for clarity, might break a few tests though (prophet)
+2015-08-06T18:00:00 - Minor doc updates: linking to article on quantization (prophet)