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