Ai-Qun Liu

Versatile Quantum Machine Learning with an Ultra-low Power Photonic Quantum Reservoir Computer

Integrated photonic microprocessors provide high-bandwidth, massively parallel linear computation, but realizing nonlinear feature maps and temporal memory remain key challenges for machine learning. Conventional approaches rely on active tuning and additional nonlinear elements, increasing architectural complexity and...