Journal of Physics: Photonics Pub Date : 2020-12-16 , DOI: 10.1088/2515-7647/abcb72 Mariia Sorokina
Here we develop the first optical neuromorphic processor for frequency-multiplexed and multi-channel signals and demonstrate its application for orthogonal frequency-division multiplexing and wavelength-division multiplexing. The presented architecture supports multichannel operation through incorporation of the optical Fourier transform and dispersion-managed fiber echo state network analogue enabling processing of dual-quadrature high bandwidth signals. We demonstrate applicability of the design for prediction and equalization tasks. The proposed technology paves the way to multi-channel neuromorphic signal processing.
中文翻译:
用于频率复用信号的多通道光学神经形态处理器
在这里,我们开发了第一个用于频率复用和多通道信号的光学神经形态处理器,并展示了其在正交频分复用和波分复用中的应用。所提出的架构通过结合光学傅立叶变换和色散管理的光纤回波状态网络模拟来支持多通道操作,从而能够处理双正交高带宽信号。我们证明了该设计对预测和均衡任务的适用性。所提出的技术为多通道神经形态信号处理铺平了道路。