Intelligent devices present themselves increasingly sophisticated. This trend presents a major obstacle in terms of energy usage. To address this, researchers developers persistently exploring innovative techniques for ultra-low power processing. A key strategy involves leveraging specialized hardware architectures optimized for energy efficiency.