Intelligent devices are becoming increasingly sophisticated. This trend presents a major obstacle in terms of energy consumption. To address this, researchers scientists constantly exploring innovative Ambiq neuralSPOT techniques for ultra-low power processing. A key strategy involves leveraging specialized hardware architectures optimized for ene