diff --git a/Notebooks/Chap10/10_2_Convolution_for_MNIST_1D.ipynb b/Notebooks/Chap10/10_2_Convolution_for_MNIST_1D.ipynb
index 2de008b..4d9baee 100644
--- a/Notebooks/Chap10/10_2_Convolution_for_MNIST_1D.ipynb
+++ b/Notebooks/Chap10/10_2_Convolution_for_MNIST_1D.ipynb
@@ -4,7 +4,7 @@
   "metadata": {
     "colab": {
       "provenance": [],
-      "authorship_tag": "ABX9TyOL1aX3C4928zwYWnmdoN+P",
+      "authorship_tag": "ABX9TyN1qtywBuyezaVMnc9MI7x2",
       "include_colab_link": true
     },
     "kernelspec": {
@@ -141,7 +141,7 @@
         "# https://pytorch.org/docs/stable/generated/torch.nn.Flatten.html\n",
         "# https://pytorch.org/docs/1.13/generated/torch.nn.Linear.html?highlight=linear#torch.nn.Linear\n",
         "\n",
-        "# NOTE THAT THE CONVOLUTIONAL LAYERS DO NOT NEED TO TAKE THE NUMBER OF INPUT CHANNELS AS A PARAMETER\n",
+        "# NOTE THAT THE CONVOLUTIONAL LAYERS NEED TO TAKE THE NUMBER OF INPUT CHANNELS AS A PARAMETER\n",
         "# AND NOT THE INPUT SIZE.\n",
         "\n",
         "# Replace the following function:\n",