Bei-Yi Liu

High-Speed Single-Physical-Hardware Deep Photonic Reservoir Computing Based on a Spin-VCSEL

As a bio-inspired paradigm fully implementable in optics, deep reservoir computing (RC) has emerged as a powerful computational framework for efficient information processing. However, conventional deep RC architectures typically demand substantial hardware overhead to establish deep nonlinear mapping. To address this,...