This video demonstrates the setup, operation, and key moments during typical use of a mainboard with NPU (Neural Processing Unit). You'll see how this advanced hardware platform integrates AI processing capabilities, learn about its applications in industrial automation, smart home devices, and consumer electronics, and discover how Sunchip's engineering team develops these high-speed, complex board designs from concept to production-ready hardware.