diff --git a/notes.md b/notes.md
index dbc3c42..192846a 100644
--- a/notes.md
+++ b/notes.md
@@ -163,3 +163,4 @@
 2018-08-03T21:39:00 - Refactor for clarity, might break a few tests though (pulp-runtime)
 2018-08-17T03:14:00 - Testing bigger LLM config, referencing 'Attention Is All You Need' (pulp-runtime)
 2018-08-17T22:01:00 - Refactor for clarity, might break a few tests though (pulp-runtime)
+2018-08-17T20:27:00 - Implementing approach from a new paper read last night (pulp-runtime)