Intelligent devices have become increasingly sophisticated. This trend presents a major obstacle in terms of energy consumption. To address this, researchers developers persistently exploring innovative techniques for ultra-low power processing. A key strategy involves leveraging specialized microcontroller designs optimized for energy efficiency.