diff --git a/notes.md b/notes.md
index 33a22da475..f19dd99fdd 100644
--- a/notes.md
+++ b/notes.md
@@ -232,3 +232,4 @@
 2021-08-24T00:47:00 - Late-night bugfix on financial RL environment (onnxruntime)
 2021-09-10T20:40:00 - Refactor for clarity, might break a few tests though (onnxruntime)
 2021-09-25T01:10:00 - Experimenting with FPGA constraints (source: Trimberger 'Three Ages of FPGAs') (onnxruntime)
+2021-09-25T21:14:00 - Minor doc updates: linking to article on quantization (onnxruntime)