Intelligent devices present themselves increasingly , with a demand formore complex computations. This trend presents a significant hurdle in terms of energy consumption. To address this, researchers and engineers constantly exploring innovative techniques for Ambiq IoT device ultra-low power processing. An emerging trend involves leveraging speci