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Low-Complexity Bi-Directional Recurrent Neural Network Equalizer for Short-Range Optical Interconnect Links

机译：用于短距离光学互连链路的低复杂度双向递归神经网络均衡器

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We propose a BiRNN-based equalizer for short-range optical interconnect links. Compared with RNN-based equalizer, better BER performance and lower complexity are obtained on 56 Gb/s PAM-4 VCSEL-MMF based optical interconnect link over 100 m transmission.

机译：我们为短距离光学互连链路提出了一种基于BiRNN的均衡器。与基于RNN的均衡器相比，在100 m传输上的基于56 Gb / s PAM-4 VCSEL-MMF的光互连链路上可获得更好的BER性能和更低的复杂度。

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《Asia Communications and Photonics Conference》|2019年|1-3|共3页
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Xin Qin; Chuanchuan Yang; Qingyi Zhou; Fukui Tian; Jiqiang Feng; Chen Xu; Ziyu Wang;
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error statistics; optical fibre networks; optical interconnections; optical neural nets; pulse amplitude modulation; recurrent neural nets; surface emitting lasers;

机译：误差统计;光纤网络;光学互连;光学神经网络;脉冲幅度调制;递归神经网络;表面发射激光器;

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1. Compressed Neural Network Equalization Based on Iterative Pruning Algorithm for 112-Gbps VCSEL-Enabled Optical Interconnects [J] . Ge Ling, Zhang Wenjia, Liang Chenyu, Journal of Lightwave Technology . 2020,第6期

机译：基于迭代修剪算法的112-GBPS VCSEL的光学互连压缩神经网络均衡
2. Coherent Transmission Direct Detection MIMO Over Short-Range Optical Interconnects and Passive Optical Networks [J] . Nazarathy M., Agmon A. Journal of Lightwave Technology . 2008,第14期

机译：短距离光互连和无源光网络上的相干传输直接检测MIMO
3. Pipelined functional link artificial recurrent neural network with the decision feedback structure for nonlinear channel equalization [J] . Zhao H., Zeng X., Zhang J., Information Sciences: An International Journal . 2011,第17期

机译：具有决策反馈结构的流水线功能链接人工递归神经网络用于非线性信道均衡
4. Low-Complexity Bi-Directional Recurrent Neural Network Equalizer for Short-Range Optical Interconnect Links [C] . Xin Qin, Chuanchuan Yang, Qingyi Zhou, Asia Communications and Photonics Conference . 2019

机译：低复杂性双向反复性神经网络均衡器，用于短程光学互连链路
5. System performance and channel equalization of optically-amplified WDM long-distance links and ring networks. [D] . Hwang, Syang-Myau. 1995

机译：光放大WDM长距离链路和环网的系统性能和信道均衡。
6. Compressed Nonlinear Equalizers for 112-Gbps Optical Interconnects: Efficiency and Stability [O] . Wenjia Zhang, Ling Ge, Yanci Zhang, 2020

机译：112-GBPS光学互连的压缩非线性均衡器：效率和稳定性
7. High Speed PAM -8 Optical Interconnects with Digital Equalization based on Neural Network [O] . Gaiarin Simone, Pang Xiaodan, Ozolins Oskars, 2016

机译：基于神经网络的高速pam-8光互连数字均衡

Low-Complexity Bi-Directional Recurrent Neural Network Equalizer for Short-Range Optical Interconnect Links

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