We numerically demonstrate a microring-based time-delay reservoir computing scheme that simultaneously solves three tasks involving time-series prediction, classification, and wireless channel equalization. Each task performed on a wavelength-multiplexed channel achieves state-of-the-art performance with optimized power and frequency detuning.
翻译:我们通过数值模拟展示了一种基于微环的延迟储备池计算方案,该方案可同时解决时间序列预测、分类和无线信道均衡三项任务。在波分复用通道上执行的每项任务,通过优化功率和频率失谐,均达到了当前最优性能。