Fastly converged transfer learning using neuron-pruning nonlinear equalizer for intra data center networking-Reference-Cited by-同舟云学术

Fastly converged transfer learning using neuron-pruning nonlinear equalizer for intra data center networking

Published:2022-07-03 Issue: Volume: Page:
ISSN:
Container-title:2022 27th OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC)
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Author:

Xiao Jiawang¹,Sun Lin¹,Liu Caoyang¹,Mao Bangning²,Liu Gordon Ning¹

Affiliation:

1. School of electronic and information engineering, Soochow University,Suzhou Key Laboratory of Advanced Optical Communication Network Technology,Suzhou,Jiangsu,China,215006

2. College of Optical and Electronic Technology, China Jiliang University,Hangzhou,China,310018

Funder

National Key R&D Program of China

National Natural Science Foundation (NSFC) of China

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/9849706/9849712/09849971.pdf?arnumber=9849971

Reference6 articles.

1. Sparsely-Connected Cascade Recurrent Neural Network-Based Nonlinear Equalizer for a 100-Gb/s PAM4 Optical Interconnect;xu;Asia Communications and Photonics Conference,0

2. Transfer-Learning Based Convolutional Neural Network for Short-Reach Optical Interconnects;liu;Asia Communications and Photonics Conference,0

3. Compressed Neural Network Equalization Based on Iterative Pruning Algorithm for 112-Gbps VCSEL-Enabled Optical Interconnects

4. Computation efficient sparse DNN nonlinear equalization for IM/DD 112 Gbps PAM4 inter-data center optical interconnects

5. Feedforward and Recurrent Neural Network-Based Transfer Learning for Nonlinear Equalization in Short-Reach Optical Links

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1. Hardware-Efficient Neural Network-Based Receiver for Intensity-Modulated Direct-Detection Short-Reach Optical Links;2023 IEEE 15th International Conference on Advanced Infocomm Technology (ICAIT);2023-10-13

2. On the Computational Complexity of Artificial Neural Networks for Short-Reach Optical Communication;2023 Opto-Electronics and Communications Conference (OECC);2023-07-02

3. Towards Neural Network Equalizer Implementations for IM/DD Transceivers;2023 Opto-Electronics and Communications Conference (OECC);2023-07-02

4. Equalization for Optical PAM Data Center Interconnects;2022 IEEE 7th Optoelectronics Global Conference (OGC);2022-12-06