In the present article, nonlinear free and forced vibration analyses of nano-plates are presented based on the nonlocal elasticity theory. Using the Hamilton's principle, three coupled nonlinear equations of motion are obtained based on the von Karman geometrical model and Eringen theory of nonlocal continuum. The solutions of free and forced nonlinear vibrations, based on a one term mode shape, are found for both simply supported and clamped nano-plates. A complete analysis of nano-plates with movable as well as immovable in-plane conditions is also carried out. The results obtained herein are compared with those available in the literature for classical isotropic rectangular plates and excellent agreement is seen. Also, the nonlinear effects are presented as functions of geometric properties and small scale parameter.