This thesis examines the operating mechanisms of nonvolatile memory devices fabricated using ZnO nanoparticles embedded in a polymer layer. Chapter 1 introduces the study, noting the potential of such hybrid inorganic/organic nanocomposites for memory applications. Chapter 2 provides background on energy band diagrams and nonvolatile memory devices. The thesis then analyzes the memory effects and switching characteristics of devices using ZnO nanoparticles in a PVP layer in Chapter 3. Chapter 4 explores enhancing the memory effect by adding a C60 layer. Results indicate these organic memory devices show promise for next-generation nonvolatile applications by exploiting the charging and discharging of nanoparticles.