研究目的
To review the state of the art of general-purpose waveguide mesh arrangements with a focus on those that allow the synthesis of optical feedback loops, propose a new design approach for waveguide mesh patterns with equally-oriented components, and introduce control algorithms for waveguide mesh arrangements.
研究成果
The paper concludes that programmable integrated photonics based on waveguide mesh arrangements can enable flexible and versatile photonic integrated circuits. The proposed longitudinally parallel waveguide mesh design mitigates scalability issues related to footprint and performance. Computational optimization methods, including gradient-based and non-derivative algorithms, are effective for configuring waveguide mesh arrangements, paving the way for self-optimized photonic integrated circuits.
研究不足
The scalability of waveguide mesh arrangements is limited by integration density and the practical driving of a large number of photonic actuators simultaneously. The selection of hyper-parameters and cost functions plays a critical role in the performance and convergence speed of the optimization algorithms.