diff --git a/src/materialandmethods.tex b/src/materialandmethods.tex index 04b2fbc..4585a3a 100644 --- a/src/materialandmethods.tex +++ b/src/materialandmethods.tex @@ -18,7 +18,7 @@ \subsubsection{CNN} \subsubsection{Softmax} -The Softmax function converts $n$ numbers in a vector into a probability distribution. +The Softmax function converts $n$ numbers of a vector into a probability distribution. Its a generalization of the Sigmoid function and often used as an Activation Layer in neural networks. \begin{equation}\label{eq:softmax} \sigma(\mathbf{z})_j = \frac{e^{z_j}}{\sum_{k=1}^K e^{z_k}} \; for j\coloneqq\{1,\dots,K\}