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