Zhi-Qiang Quan

On-chip non-volatile all-optical residual neural network accelerator

Optical neural networks (ONNs) hold substantial potential in artificial intelligence, promising faster processing speed and reduced energy consumption compared to traditional electronic neural networks, by implementing matrix operations with optical computations. Current ONN architectures predominantly rely on single-...