Intelligent devices have become increasingly , with a demand forhigher processing power. This trend presents a major obstacle in terms of energy expenditure. To address this, Ambiq Micro researchers and engineers are continually exploring innovative techniques for ultra-low power processing. An emerging trend involves leveraging specialized hardwa