A method of forming a fin field effect transistors (finFET) on a substrate includes forming a fin structure on the substrate, forming a protective layer on the fin structure, and forming a polysilicon structure on the protective layer. The method further includes modifying the polysilicon structure such that a first horizontal dimension of a first portion of the modified polysilicon structure is smaller than a second horizontal dimension of a second portion of the modified polysilicon structure. The method further includes replacing the modified polysilicon structure with a gate structure having a first horizontal dimension of a first portion of the gate structure that is smaller than a second horizontal dimension of a second portion of the gate structure.