神经网络分布匹配器测试数据

神经网络分布匹配器测试数据主要面向适用于数据中心光网络的成型技术研究和高增益编码技术研究，基于相关光传输实验平台产生，主要记录了神经网络编码性能和译码性能（随信噪比变化的误码率情况）、神经网络整体性能等实验结果值，数据量14KB。The test data for the neural network distribution matcher is mainly targeted at the research of shaping techniques and high-gain coding techniques applicable to data center optical networks. It was generated based on a relevant optical transmission experimental platform, and mainly records experimental results including the coding and decoding performance of the neural network (bit error rate varying with signal-to-noise ratio) and the overall performance of the neural network, with a data size of 14 KB.

搜集汇总

背景与挑战

背景概述

该数据集面向数据中心光网络的成型技术和高增益编码技术研究，基于光传输实验平台产生，记录了神经网络编码与译码性能（包括误码率随信噪比变化）等实验结果。数据量较小，为14KB，主要应用于光纤通信和通信传输技术领域。