The latex code here is doing all sorts of odd things... :( ... anyway,
The convolution algebra is l_1(\mathbb{Z},\mathbb{C}), the set of functions f:\mathbb{Z}\rightarrow\mathbb{C} which satisfy
||f||:=\sum_{n=-\infty}^{\infty}|f(n)|<\infty
with pointwise addition and scalar...