It can be achieved with the decorations library:
Code
\documentclass[parskip]{scrartcl}
\usepackage[margin=15mm]{geometry}
\usepackage{tikz}
\usetikzlibrary{decorations.pathreplacing}
\begin{document}
\begin{tikzpicture}
[revblock/.style={shape=rectangle,draw=blue!50,fill=blue!30,
minimum height=3mm, minimum width=100mm,
text width=99mm}]
\matrix [column sep=2mm,row sep=2mm,ampersand replacement=\&]
{
\node(rev3name){$\rho_3$:}; \& \node(rev3)[revblock]{$x = y + z$};\\ };
\draw[decoration={brace,amplitude=2mm,mirror,raise=1mm},decorate] (rev3.south west) -- (rev3.south east);
\end{tikzpicture}
\end{document}
Output

Edit 1: Regarding your comment, you can use the positioning library:
Code
\documentclass[parskip]{scrartcl}
\usepackage[margin=15mm]{geometry}
\usepackage{tikz}
\usetikzlibrary{decorations.pathreplacing,calc,positioning}
\begin{document}
\begin{tikzpicture}
[revblock/.style={shape=rectangle,draw=blue!50,fill=blue!30,
minimum height=3mm, minimum width=100mm,
text width=99mm}]
\matrix [column sep=2mm,row sep=2mm,ampersand replacement=\&]
{
\node(rev3name){$\rho_3$:}; \& \node(rev3)[revblock]{$x = y + z$};\\ };
\draw[decoration={brace,amplitude=2mm,mirror,raise=1mm},decorate] (rev3.south west) -- (rev3.south east);
\node[below=5mm of rev3,draw] (textnode) {Here's some text.};
\end{tikzpicture}
\end{document}
Output

calc, since there is a syntax to "raise" the brace (which is where you usecalc), for instance:decoration={brace,raise=2pt}. – Lay May 06 '13 at 06:25\draw[decorate] (rev3.south east) -- node [draw,below=7mm] {TEXT}(rev3.south west);– Alain Matthes May 06 '13 at 06:52