Intelligent devices have become increasingly sophisticated. This trend presents a critical challenge in terms of energy usage. To address this, researchers developers persistently exploring innovative techniques for ultra-low power processing. An emerging trend involves leveraging specialized hardware architectures optimized for energy efficiency.