| Feedforward and recurrent neural network-based transfer learning for nonlinear equalization in short-reach optical links Z Xu, C Sun, T Ji, JH Manton, W Shieh Journal of Lightwave Technology 39 (2), 475-480, 2020 | 54 | 2020 |
| Computational complexity comparison of feedforward/radial basis function/recurrent neural network-based equalizer for a 50-Gb/s PAM4 direct-detection optical link Z Xu, C Sun, T Ji, JH Manton, W Shieh Optics express 27 (25), 36953-36964, 2019 | 48 | 2019 |
| Cascade recurrent neural network-assisted nonlinear equalization for a 100 Gb/s PAM4 short-reach direct detection system Z Xu, C Sun, T Ji, JH Manton, W Shieh Optics Letters 45 (15), 4216-4219, 2020 | 46 | 2020 |
| Experimental demonstration of complex-valued DSB signal field recovery via direct detection C Sun, T Ji, H Ji, Z Xu, W Shieh IEEE Photonics Technology Letters 32 (10), 585-588, 2020 | 36 | 2020 |
| Cascade recurrent neural network enabled 100-Gb/s PAM4 short-reach optical link based on DML Z Xu, C Sun, T Ji, H Ji, W Shieh Optical Fiber Communication Conference, W2A. 45, 2020 | 29 | 2020 |
| Transfer learning aided neural networks for nonlinear equalization in short-reach direct detection systems Z Xu, C Sun, T Ji, H Ji, W Shieh 2020 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2020 | 27 | 2020 |
| Theoretical and experimental investigations of interleaved carrier-assisted differential detection T Ji, C Sun, H Ji, Z Xu, Y Peng, W Shieh Journal of Lightwave Technology 39 (1), 122-128, 2021 | 23 | 2021 |
| Investigation on the impact of additional connections to feedforward neural networks for equalization in PAM4 short-reach direct detection links Z Xu, C Sun, T Ji, S Dong, X Zhou, W Shieh Asia Communications and Photonics Conference, S4I. 1, 2020 | 10 | 2020 |
| Field recovery at low CSPR using interleaved carrier assisted differential detection T Ji, C Sun, H Ji, Z Xu, W Shieh 2020 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2020 | 9 | 2020 |
| In-band OSNR monitoring from Stokes parameters using support vector regression T Ji, Y Peng, G Zhu IEEE Photonics Technology Letters 31 (5), 385-388, 2019 | 8 | 2019 |
| Weight-adaptive joint mixed-precision quantization and pruning for neural network-based equalization in short-reach direct detection links Z Xu, Q Wu, W Lu, H Ji, H Chen, T Ji, Y Yang, G Qiao, J Tang, C Cheng, ... Optics Letters 49 (12), 3500-3503, 2024 | 5 | 2024 |
| Efficient bandwidth allocation scheme for PON system enabling LAN emulation G Zhu, Y Peng, T Ji Optics Communications 526, 128900, 2023 | 4 | 2023 |
| High-Speed Dispersion-Unmanaged DML-Based IM-DD Optics at C-band with Advanced Nonlinear Equalization and Noise Whitening Q Wu, Z Xu, Y Zhu, T Ji, H Ji, Y Yang, G Qiao, C Cheng, J Tang, T Zhao, ... Journal of Lightwave Technology, 2024 | 3 | 2024 |
| Beyond 200-Gb/s O-band intensity modulation and direct detection optics with joint look-up-table-based predistortion and digital resolution enhancement for low-cost data center … Q Wu, Z Xu, Y Zhu, T Ji, H Ji, Y Yang, J Liang, C Cheng, G Qiao, Z He, ... Advanced Photonics Nexus 3 (3), 036007-036007, 2024 | 3 | 2024 |
| Dispersion-Unmanaged Transmission of 144-Gb/s PAM-8 and 110-Gb/s PAM-6 Signals over 10/20-km SSMF for DML-Based IM-DD Optics at C Band Q Wu, Z Xu, Y Zhu, H Ji, Y Yang, J Liang, T Ji, G Qiao, S Wang, L Liu, ... Optical Fiber Communication Conference, W3H. 5, 2024 | 3 | 2024 |
| Four-dimensional direct detection receiver based on Stokes vector and differential polarization inner product H Ji, T Ji, C Sun, Z Xu, RR Unnithan, W Shieh Asia Communications and Photonics Conference, T1B. 1, 2020 | 3 | 2020 |
| In-band OSNR monitoring for PDM-mQAM signals using directly detected Stokes parameters T Ji, Y Peng, X Xu, G Zhu, J Geng Optical Fiber Technology 61, 102425, 2021 | 2 | 2021 |
| Power loading for carrier assisted differential detection C Sun, H Ji, T Ji, Z Xu, W Shieh Asia Communications and Photonics Conference, M3B. 4, 2020 | 2 | 2020 |
| Advanced Neural Network-Based Equalization in Intensity-Modulated Direct-Detection Optical Systems: Current Status and Future Trends Z Xu, T Ji, Q Wu, W Lu, H Ji, Y Yang, G Qiao, J Tang, C Cheng, L Liu, ... Photonics 11 (8), 702, 2024 | 1 | 2024 |
| Enhancing coordinated multi-point joint reception with dynamic bandwidth allocation G Zhu, Y Peng, T Ji Optical Fiber Technology 75, 103207, 2023 | 1 | 2023 |
Zhaopeng XuPeng Cheng LaboratoryVerified email at pcl.ac.cn