Differential entropy

Differential entropy is the (Shanon) entropy of a continues random variable.

Let $X$ be a continues random variable with probability density function $f(X)$ with support $\mathcal{S}$. The differential entropy is defined as follows: $$ h(X)=-\int_{\mathcal{S}} f(x) \log (f(x)) dx. $$