diff --git a/assets/convolutional_nn/logo_HU.png b/assets/convolutional_nn/logo_HU.png
new file mode 100644
index 0000000000000000000000000000000000000000..37ebf3b3287ca450576f3886be6bdd4fd3ad6aa9
Binary files /dev/null and b/assets/convolutional_nn/logo_HU.png differ
diff --git a/convolutional_nn.ipynb b/convolutional_nn.ipynb
index 5cb385ded2aafd6d6b2b73ccf0e81b9bba878d05..15f6068c43242a3c5c0b1c9d611b58fc6c8db0e8 100644
--- a/convolutional_nn.ipynb
+++ b/convolutional_nn.ipynb
@@ -11,8 +11,9 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<img  style=\"float: left;\" src=\"assets/convolutional_nn/logo_NOMAD.png\" width=300>\n",
-    "<img  style=\"float: right;\" src=\"assets/convolutional_nn/logo_MPG.png\" width=170> "
+    "<img style=\"float: left;\" src=\"assets/convolutional_nn/logo_MPG.png\" width=150>\n",
+    "<img style=\"float: left; margin-top: -10px\" src=\"assets/convolutional_nn/logo_NOMAD.png\" width=250>\n",
+    "<img style=\"float: left; margin-top: -5px\" src=\"assets/convolutional_nn/logo_HU.png\" width=130>"
    ]
   },
   {
@@ -1015,7 +1016,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -1029,7 +1030,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.3"
+   "version": "3.9.7"
   },
   "toc": {
    "base_numbering": 1,