Shang-Hung Lin is the Vice President of Neural Processing Products (NPUs) at VeriSilicon. He has more than 25 years of product innovation and development experience in artificial intelligence, neural networks, computer vision, image signal processing and sensor fusion. He has been granted 50+ US patents in these technical areas. Shang-Hung received his BS degree from National Taiwan University and his PhD in Electrical Engineering from Princeton University.