Interior eigenvalue density of large bi-diagonal matrices subject to   random perturbations
  We study the spectrum of large a bi-diagonal Toeplitz matrix subject to a Gaussian random perturbation with a small coupling constant. We obtain a precise asymptotic description of the average density of eigenvalues in the interior of the convex hull of the range symbol. 
Johannes Sjoestrand, Martin Vogel
math.SP