Implantable brain devices have been used for deep brain neurostimulation over past decades. Wireless power and data transmission is still one of the main challenges in such devices. Among various technologies for providing high performance power/data rate, microfabricated magnetoelectric resonators such as Solidly Mounted Resonators (SMR), are often utilized in microwave applications due to their high tolerance and electromechanical coupling. In this study, we propose the optimization of a multilayer SMR to be implemented in brain microbots. The Multiphysics simulations are carried out via finite element modeling in COMSOL. ZnO was used as active layer of the SMR, and its thickness was tuned to obtain peak resonance at 2.5 GHz, with a layer of SiO2 as encapsulant. The shift in the resonant frequency with varying number of stacks beneath the active area was analyzed, finding first sharp the fundamental mode of resonance around 1.3 GHz on average. Based on our simulation results, SMRs with a quality factor up to 963 were designed, with an improved S11 of -15.15 dB.