This document describes an electro-optic photonic memory device comprising a micro-ring resonator, and at least one ferroelectric field effect transistor (FeFET) that is disposed along a partial circumference of a raised ring waveguide of the micro-ring resonator. The FeFET comprises a ferroelectric gate stack and a heterojunction channel layer.