diff --git a/doc/releases/release-notes-3.7.rst b/doc/releases/release-notes-3.7.rst
index ac1f5c4e76f0..d5dc6f328a36 100644
--- a/doc/releases/release-notes-3.7.rst
+++ b/doc/releases/release-notes-3.7.rst
@@ -864,6 +864,11 @@ Libraries / Subsystems
     for the Mbed TLS's p256-m driver PSA crypto library. This is a Cortex-M SW
     optimized implementation of secp256r1 curve.
 
+* CMSIS-NN
+
+  * CMSIS-NN was updated to v6.0.0 from v4.1.0:
+    https://arm-software.github.io/CMSIS-NN/latest/rev_hist.html
+
 * Random
 
   * Besides the existing :c:func:`sys_rand32_get` function, :c:func:`sys_rand8_get`,