3 papers
cs.AI2024
Principle Driven Parameterized Fiber Model based on GPT-PINN Neural Network
Yubin Zang, Boyu Hua, Zhenzhou Tang +5
In cater the need of Beyond 5G communications, large numbers of data driven artificial intelligence based fiber models has been put forward as to utilize artificial intelligence's…
cs.AI2024
Fiber Transmission Model with Parameterized Inputs based on GPT-PINN Neural Network
Yubin Zang, Boyu Hua, Zhipeng Lin +4
In this manuscript, a novelty principle driven fiber transmission model for short-distance transmission with parameterized inputs is put forward. By taking into the account of the…
eess.SP2019
Electro-optical Neural Networks based on Time-stretch Method
Yubin Zang, Minghua Chen, Sigang Yang +1
In this paper, a novel architecture of electro-optical neural networks based on the time-stretch method is proposed and numerically simulated. By stretching time-domain ultrashort…