Employing Deep Neural Network for High Speed 4-PAM Optical Interconnect. - Chun-Yen Chuang; Chia-Chien Wei; Tien-Chien Lin; Kai-Lun Chi; Li-Chun Liu; Jin-Wei Shi; Young-Kai Chen; Jyehong Chen (ECOC, 2017)

81.7% Complexity Reduction of Volterra Nonlinear Equalizer by Adopting L1 Regularization Penalty in an OFDM Long-Reach PON. - Shao-Yu Lu; Chia-Chien Wei; Chun-Yen Chuang; Young-Kai Chen; Jyehong Chen (ECOC, 2017)

A high loss budget 400-Gbps WDM-OFDM long-reach PON over 60 km transmission by 10G-class EAM and PIN without in-line or pre-amplifier. - Chun-Yen Chuang; Chia-Chien Wei; Jun-Jie Liu; Hsin-Yu Wu; Hong-Minh Nguyen; Chun-Wei Wang; Shao-Yu Lu; Young-Kai Chen; Jyehong Chen (OFC, 2017)

64-Gbit/s PAM-4 20-km transmission using silicon micro-ring modulator for optical access networks. - Yung Hsu; Ta-Ching Tzu; Tien-Chien Lin; Chun-Yen Chuang; Xinru Wu; Jyehong Chen; Chien-Hung Yeh; Hon-Ki Tsang; Chi-Wai Chow (OFC, 2017)

High bit-rate distance product of 128 Gbps.km 4-PAM transmission over 2-km OM4 fiber using an 850-nm VCSEL and a Volterra nonlinear equalizer. - Jun-Jie Liu; Kai-Lun Chi; Chia-Chien Wei; Tien-Chien Lin; Chun-Yen Chuang; Xin-Nan Chen; Jin-Wei Shi; Jyehong Chen (OFC, 2017)

Study of Training Patterns for Employing Deep Neural Networks in Optical Communication Systems. - Chun-Yen Chuang; Li-Chun Liu; Chia-Chien Wei; Jun-Jie Liu; Lindor Henrickson; Chih-Lin Wang; Young-Kai Chen; Jyehong Chen (ECOC, 2018)

Convolutional Neural Network based Nonlinear Classifier for 112-Gbps High Speed Optical Link. - Chun-Yen Chuang; Li-Chun Liu; Chia-Chien Wei; Jun-Jie Liu; Lindor Henrickson; Wan-Jou Huang; Chih-Lin Wang; Young-Kai Chen; Jyehong Chen (OFC, 2018)

Apply Lagrange Interpolation Based Access Control Mechanism in Personal Health Record Medical System. - Kuang-Yen Tai; Dai-Lun Chiang; Chun-Yen Chuang; Tzer-Shyong Chen; Frank Yeong-Sung Lin (BWCCA, 2019)

Sparse Volterra Nonlinear Equalizer by Employing Pruning Algorithm for High-Speed PAM-4 850-nm VCSEL Optical Interconnect. - Chun-Yen Chuang; Wei-Fan Chang; Chia-Chien Wei; Ching-Ju Ho; Cheng-Yu Huang; Jin-Wei Shi; Lindor Henrickson; Young-Kai Chen; Jyehong Chen (OFC, 2019)

Implementing Deep Neural Network for Signal Transmission Distortion Mitigation of PAM-4 Generated by Silicon Mach-Zehnder Modulator. - Yung Hsu; Chun-Yen Chuang; Yeyu Tong; Chi-Wai Chow; Jyehong Chen; Yin-Chieh Lai; Chien-Hung Yeh; Young-Kai Chen; Hon Ki Tsang (OECC/PSC, 2019)

FPGA Implementation of Deep Neural Network Based Equalizers for High-Speed PON. - Noriaki Kaneda; Ziyi Zhu; Chun-Yen Chuang; Amitkumar Mahadevan; Bob Farah; Keren Bergman; Doutje T. van Veen; Vincent Houtsma (OFC, 2020)

Reduction in Complexity of Volterra Filter by Employing ℓ0-Regularization in 112-Gbps PAM-4 VCSEL Optical Interconnect. - Yi-Yu Lin; Chun-Jui Chen; Hong-Minh Nguyen; Chun-Yen Chuang; Chia-Chien Wei; Jyehong Chen; Jin-Wei Shi (OFC, 2020)

Artificial Neural-Network-Based Pre-Distortion for High Loss-Budget 60-km Long-Reach Passive Optical Network. - Hong-Minh Nguyen; Szu-Chi Huang; Chia-Chien Wei; Chun-Yen Chuang; Jyehong Chen (IEEE Access, 2020)

>55-Gbps and 30-dB Loss Budget LR-OFDM PON Downstream Enabled by ANN-based Predistortion. - Hong-Minh Nguyen; Szu-Chi Huang; Chia-Chien Wei; Chun-Yen Chuang; Jyehong Chen (OFC, 2021)

Structured Sparsity Learning-based pruned retraining Volterra Equalization for Data-Center Interconnects. - Govind Sharan Yadav; Chun-Yen Chuang; Kai-Ming Feng; Jyehong Chen; Young-Kai Chen (OFC, 2021)

>87% Complexity Reduction at 25-GS/s, 50-Gbps and 30-dB Loss Budget LR-OFDM PON using Digital Predistortion. - Hong-Minh Nguyen; Chia-Chien Wei; Chun-Yen Chuang; Jyehong Chen (OFC, 2022)