activity
20202026
most citedFast and accurate waveform modeling of long-haul multi-channel optical fiber transmission using a hybrid model-data driven scheme

52 citations · 75 across the 9 of their papers we have counts for

collaborators
Showing 2025Show all

2 papers · 1 filter

physics.optics2025

Deep photonic reservoir computer for nonlinear equalization of 16-level quadrature amplitude modulation signals

Rui-Qian Li, Yi-Wei Shen, Zekun Niu +5

Photonic reservoir computer (PRC) is a kind of real-time and adaptive recurrent neural network, where only weights in the readout layer require training. PRC is a promising tool to…

eess.SP2025★ 4 cited

Deep Learning Waveform Channel Modeling for Wideband Optical Fiber Transmission: Model Comparisons, Challenges and Potential Solutions

Minghui Shi, Hang Yang, Zekun Niu +6

Fast and accurate waveform simulation is critical for understanding fiber channel characteristics, developing digital signal processing (DSP) technologies, optimizing optical netwo…