The realm of artificial intelligence (AI) is rapidly evolving, and at its forefront lies Edge AI. This paradigm shift promotes decentralized execution by bringing AI algorithms closely to the edge of the network, where https://ambiq.ai/articles/ambiq-modelzoo/