Intelligent devices present themselves increasingly sophisticated. This trend presents a major obstacle in terms of energy expenditure. 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 ef