For the first step to derive fluctuation-dissipation theorem, I find
$$\langle F(t)F(t')\rangle=2B\delta(t-t')$$
where $B$ is a constant, and $F(t)$ is a random fluctuating force with Gaussian distribution, which is being called white noise.
Why is the average value related to a delta function? How to derive or verify the equation?