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