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影响因子：3.894

DOI码：10.1364/OE.22.031356

发表刊物：OPTICS EXPRESS，2015 CONFERENCE ON LASERS AND ELECTRO-OPTICS

关键字：SILICON WAVE-GUIDESSYSTEM

摘要：An integrated photonic reservoir computing (RC) based on hierarchical time-multiplexing structure is proposed by numerical simulations. A micro-ring array (MRA) is employed as a typical time delay implementation of RC. At the output port of the MRA, a secondary time-multiplexing is achieved by multi-mode interference (MMI) splitter and delay line array. This hierarchical time-multiplexing structure can ensure a large reservoir size with fast processing speed. Simulation results indicate that the proposed RC system yields better performance than previously reported ones. The achieved normalized mean square error between the system output and target sequence are 0.5% and 2.7% for signal classification and chaotic time series prediction, respectively, while the sample rate is as high as 1.3Gbps. (C) 2014 Optical Society of America

合写作者：Boxun Li,冯雪,崔开宇,刘仿,黄翊东, Weibei Dou,Minli Liao, Xiaojie Zhang, Mingyu Zhang, Hongyan Chen, Shaowu Li,汪玉, Jianping Dai

第一作者：Hong Zhang,Weitun Yang

论文类型：会议论文，期刊论文

通讯作者：冯雪,Weibei Dou

卷号：22

期号：25

页面范围：31356-31370

ISSN号：1094-4087

是否译文：否

发表时间：2014-12-15