Masaya Notomi

Layered-Parameter Perturbation for Zeroth-Order Optimization of Optical Neural Networks

Optical neural networks (ONNs) have attracted great attention due to their low power consumption and high-speed processing. When training an ONN implemented on a chip with possible fabrication variations, the well-known backpropagation algorithm cannot be executed accurately because the perfect info…