Intelligent devices present themselves increasingly , with a demand forgreater computational capability. This trend presents a major obstacle in terms of energy expenditure. To address this, researchers developers are continually exploring innovative techniques for ultra-low power processing. A key strategy involves leveraging specialized hardware