diff --git a/README.md b/README.md
index 1e5f5109df733b7779966b824d8219fcbdccb6d2..1dae918359f8ac9b2e2f91d5dc9dfd011206d447 100644
--- a/README.md
+++ b/README.md
@@ -6,6 +6,7 @@ This repo contains code for BSRPCA, a method to do ULM processing by jointly per
 ## Getting started
 
 Please refer to the .m files for running code for experiment.
+BSRPCA_convergent.m refers to the function implementation of our method while the invivo_exp.m contains a quick example of how to use our method with a sample vivo dataset
 
 ## Authors and acknowledgment
 Xuan-Hieu Le, Jean-Pierre Remeniéras, Denis Kouame, and Duong-Hung Pham
@@ -16,4 +17,4 @@ TBA
 TBA
 
 ## Code and Data Availability
-The code and associated data will be published once the paper is accepted at ICIP 2025.
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+The complete code and associated data will be published once the paper is accepted at ICIP 2025.
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