diff --git a/docs/higher-order/glm.ipynb b/docs/higher-order/glm.ipynb
index 45d187a6..b99b845f 100644
--- a/docs/higher-order/glm.ipynb
+++ b/docs/higher-order/glm.ipynb
@@ -395,7 +395,7 @@
    "metadata": {},
    "source": [
     "### Running on Synthetic Data\n",
-    "Below is an example of a trained GLM filter trained using a filter length of 25 and a regularization coefficient of $2^{10}$. During prediction, this filter would be convolved with the design matrix before undergoing the expontential non-linearity step to produce spike rate."
+    "Below is an example of a trained GLM filter trained using a filter length of 25 and a regularization coefficient of $2^{10}$. During prediction, this filter would be convolved with the design matrix before undergoing the exponential non-linearity step to produce spike rate."
    ]
   },
   {