Consider the eigenvalue equation:
$$\hat{Q}\Psi = q\Psi$$
where $q$ and $\Psi$ are eigenvalues and eigenfunctions of the hermitian operator $\hat{Q}$. If the spectrum of the hermitian operator is discrete, then the eigenfunctions lie in the Hilbert Space and constitute physically realizable states.
Why do discrete eigenvalues imply that their associated eigenfunctions are square-integrable (and hence live in the Hilbert Space)?