The present disclosure describes a method includes forming a fin structure including a fin base portion and a stacked fin portion on a substrate. The stacked fin portion includes a first semiconductor layer on the fin base portion, a second semiconductor layer above the first semiconductor layer, and a sacrificial semiconductor layer between the first and second semiconductor layers. The method further includes replacing the sacrificial semiconductor layer with a negative capacitance (NC) layer and forming gate electrodes around the NC layer, the first semiconductor layer, and the second semiconductor layer. The NC layer includes an NC dielectric material.