diff --git a/notebooks/Deep-Learning-in-Neuroscience.ipynb b/notebooks/Deep-Learning-in-Neuroscience.ipynb
index a66e44e..60336f1 100644
--- a/notebooks/Deep-Learning-in-Neuroscience.ipynb
+++ b/notebooks/Deep-Learning-in-Neuroscience.ipynb
@@ -194,28 +194,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 112,
+   "execution_count": 114,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "--2022-05-17 17:31:40--  https://onedrive.live.com/download?cid=06D44059794C5B46&resid=6D44059794C5B46%21121992&authkey=AHJVfxtvAASasjQ\n",
-      "Resolving onedrive.live.com (onedrive.live.com)... 13.107.42.13\n",
-      "Connecting to onedrive.live.com (onedrive.live.com)|13.107.42.13|:443... connected.\n",
-      "HTTP request sent, awaiting response... 302 Found\n",
-      "Location: https://bdqjtg.dm.files.1drv.com/y4my-ISTUj5jTxlj1GoyHuJJmmDwUrlF9yhcFxh05Nv2iqtcdHqoYA4MBugF6dPIckdsWnpXgpCZaHqypCYWJTxIzBD7fBnH0pdCJWKKMWWZA2-JiPXn3O1kEopRg0eGdqWdRgZ-w7blbj8FjOk6US8lPjJgrRziQuHBsXkaoculC-sWakdsTpTXmDvfDXqQoB85zUu0iAln9Axns6A5bYwRg/data.zip?download&psid=1 [following]\n",
-      "--2022-05-17 17:31:40--  https://bdqjtg.dm.files.1drv.com/y4my-ISTUj5jTxlj1GoyHuJJmmDwUrlF9yhcFxh05Nv2iqtcdHqoYA4MBugF6dPIckdsWnpXgpCZaHqypCYWJTxIzBD7fBnH0pdCJWKKMWWZA2-JiPXn3O1kEopRg0eGdqWdRgZ-w7blbj8FjOk6US8lPjJgrRziQuHBsXkaoculC-sWakdsTpTXmDvfDXqQoB85zUu0iAln9Axns6A5bYwRg/data.zip?download&psid=1\n",
-      "Resolving bdqjtg.dm.files.1drv.com (bdqjtg.dm.files.1drv.com)... 13.107.42.12\n",
-      "Connecting to bdqjtg.dm.files.1drv.com (bdqjtg.dm.files.1drv.com)|13.107.42.12|:443... connected.\n",
-      "HTTP request sent, awaiting response... 200 OK\n",
-      "Length: 538155859 (513M) [application/zip]\n",
-      "Saving to: ‘download?cid=06D44059794C5B46&resid=6D44059794C5B46!121992&authkey=AHJVfxtvAASasjQ’\n",
-      "\n",
-      "download?cid=06D440 100%[===================>] 513.22M  43.6MB/s    in 13s     \n",
-      "\n",
-      "2022-05-17 17:31:53 (38.6 MB/s) - ‘download?cid=06D44059794C5B46&resid=6D44059794C5B46!121992&authkey=AHJVfxtvAASasjQ’ saved [538155859/538155859]\n",
+      "File ‘download?cid=06D44059794C5B46&resid=6D44059794C5B46!121992&authkey=AHJVfxtvAASasjQ’ already there; not retrieving.\n",
       "\n"
      ]
     }
@@ -227,7 +213,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 96,
+   "execution_count": 115,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -237,17 +223,26 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 104,
+   "execution_count": 117,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mv: inter-device move failed: './Lurz2020/static20457-5-9-preproc0' to '/content/data/static20457-5-9-preproc0'; unable to remove target: Directory not empty\n"
+     ]
+    }
+   ],
    "source": [
     "# Rename \n",
-    "!mv ./Lurz2020/* ./data"
+    "!mkdir -p /content/data\n",
+    "!mv ./Lurz2020/* /content/data"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 106,
+   "execution_count": 118,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/"
@@ -303,7 +298,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 107,
+   "execution_count": 119,
    "metadata": {},
    "outputs": [],
    "source": [