Transistors and methods of forming the same include forming a fin that has an active layer between two sacrificial layers. Material is etched away from the two sacrificial layers in a region of the fin. A gate stack is formed around the active layer in the region. The active layer is etched after forming the gate stack to form a quantum dot.