Presentation Information
[S2-6]Scalable Optical Metasurface for On-Edge Visual Intelligence
○Chaoran Huang, Mingcheng Luo, Jiayong Peng, Chester Shu (The Chinese Univ. of Hong Kong)
We present a large-scale optical neural network (ONN) based on metasurface with 41 million photonic neurons, surpassing digital electronics in speed and efficiency. Our metasurface-based ONN matches ResNet and Vision Transformer performance, with 1,000× faster, energy-efficient processing compared to GPUs