Embodiments of an apparatus and methods for improving multi-gate device performance including methods to fabricate a plurality of multi-gate fins from a diffused body of a substantially planar structure that is substantially electrically isolated using a shallow trench region are generally described herein. The replica charge pump section produces a replica voltage at which the UP current will match the DOWN current. The assembly also includes at least one spacer positioned within the aperture such that the spacer and structural member substantially fill the aperture to secure the structural member within the frame, as well as a substrate secured to the frame and positioned adjacent to the structural member in an overlapping configuration to define an interface between the substrate and structural member. After a moving image processing is completed, the still image is processed by an image correcting circuit. One or more actions are determined for the first entity based upon the membership probabilities and action information associated with the assigned segments.