Kevin Morris of EE Journal has written an excellent article on QuickAI that you might enjoy.
 
AI at the IoT Endpoint
Quicklogic Fosters Sensing Ecosystem
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“QuickLogic, along with SensiML, General Vision, and Nepes Corporation, are introducing the “QuickAI” ecosystem and development HDK, which combines QuickLogic’s EOS S3 SoC FPGAs with NM500 neuromorphic processors and AI IP to allow design teams to add endpoint AI to a wide range of applications…”