diff --git a/CITATION.cff b/CITATION.cff
new file mode 100644
index 0000000..f89d8e7
--- /dev/null
+++ b/CITATION.cff
@@ -0,0 +1,18 @@
+cff-version: 1.2.0
+message: "If you use this software, please cite it as below."
+authors:
+  - family-names: Santamaria Garcia
+    given-names: Andrea
+    affiliation: Karlsruhe Institute of Technology
+    orcid: "https://orcid.org/0000-0002-7498-7640"
+  - family-names: Xu
+    given-names: Chenran
+    affiliation: Karlsruhe Institute of Technology
+    orcid: "https://orcid.org/0000-0002-5034-2207"
+title: "Tutorial on basic neural network concepts"
+date-released: 2024-03-25
+type: software
+version: 1.0.1
+doi: 10.5281/zenodo.10792273
+license: GPL-3.0
+url: "https://github.com/machine-learning-tutorial/neural-networks"
diff --git a/README.md b/README.md
index 34d32e3..9c1ae18 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,6 @@
 # Tutorial on basic neural network concepts
 
+[![DOI](https://zenodo.org/badge/759758400.svg)](https://zenodo.org/doi/10.5281/zenodo.10792272)
 [![License: GPL v3](https://img.shields.io/badge/License-GPLv3-blue.svg)](https://www.gnu.org/licenses/gpl-3.0)
 
 - [Download the repository](#download-the-repository)
@@ -133,9 +134,23 @@ The second part of the tutorial is in `2-mnist_training.ipynb`
 
 ## Citing the tutorial
 
-This tutorial is registered [Zenodo](https://zenodo.org/), which means that there is a DOI for each code release.
+This tutorial is registered [Zenodo](https://zenodo.org/).
 Please use this DOI when citing this code:
 
+```bibtex
+@software{santamaria_garcia_2024_10792273,
+  author       = {Santamaria Garcia, Andrea and
+                  Xu, Chenran},
+  title        = {Tutorial on basic neural network concepts},
+  month        = 03,
+  year         = 2024,
+  publisher    = {Zenodo},
+  version      = {v1.0.1},
+  doi          = {10.5281/zenodo.10792273},
+  url          = {https://doi.org/10.5281/zenodo.10792273}
+}
+```
+
 ## Disclaimer
 
 The content of this repository was developed by the [AI4Accelerators team](https://www.ibpt.kit.edu/AI4Accelerators.php) at the [Institute of Beam Physics and Technology (IBPT)](https://www.ibpt.kit.edu/), [Karlsruhe Institute of Technology](https://www.kit.edu/english/).