The disclosed technology generally relates to semiconductor devices and methods of manufacturing semiconductor devices such as both logic and memory semiconductor devices. In one aspect, a semiconductor device includes a semiconductor substrate having a channel region between a source and a drain region, a gate structure arranged to control the channel region and a dielectric structure arranged between the channel region and the gate structure. The dielectric structure includes a high-k dielectric layer or a high-k ferroelectric layer and at least one two dimensional (2D) hexagonal boron-nitride (h-BN) layer in direct contact with the high-k dielectric layer or the high-k ferroelectric layer.