diff --git a/README.md b/README.md
index 28dc2c09f2b2076ad899ec173e55752a3315985f..f1bba14357c3cfe8d5abca9eebfab0879891fec9 100755
--- a/README.md
+++ b/README.md
@@ -1,5 +1,5 @@
 ![Banner](img/banner.png)
-VS2N (**V**isualization tool for **S**piking **N**eural **N**etworks) is an interactive web-based tool. It is designed to analyze and visualize collected information from SNN simulations.
+VS2N (**V**isualization tool for **S**piking **N**eural **N**etworks) is an interactive web-based tool. It is designed to analyze and visualize the activity we collect from SNN simulators.
 
 We can use VS2N to:
 - Follow the evolution of our network during training.
@@ -8,7 +8,7 @@ We can use VS2N to:
 
 VS2N is a module-based tool written in Python, those modules concern
 defined questions or elements to visualize, and it is possible to add
-new modules. 
+new modules. Each module contains different visualizations.
 
 Initial requirements for contributions :
 - Python (Flask)
@@ -46,7 +46,7 @@ pip install -r requirements.txt
 
 2. Rename `default.config.py` to `config.py`
 
-3. If MongoDB is protected by a password:
+3. If a password protects MongoDB:
 
 - Add MongoDB credentials in `config.py`
 
@@ -87,6 +87,13 @@ src/                # Source directory.
 - Added support for Nengo simulator.
 
 View the full changes log [here](https://gitlab.univ-lille.fr/bioinsp/VS2N/-/blob/master/CHANGELOG.md)
+
+# Citation
+
+In case you decide to mention or use VS2N:
+
+> H. Elbez, M. K. Benhaoua, P. Devienne and P. Boulet, "VS2N : Interactive Dynamic Visualization and Analysis Tool for Spiking Neural Networks," 2021 International Conference on Content-Based Multimedia Indexing (CBMI), pp. 1-6, 2021.
 # License
 
-The project is licensed under the [CeCILL-B](https://gitlab.univ-lille.fr/bioinsp/VS2N/-/blob/master/LICENSE) license.
\ No newline at end of file
+The project is licensed under the [CeCILL-B](https://gitlab.univ-lille.fr/bioinsp/VS2N/-/blob/master/LICENSE) license.
+