资源列表
iris
- 使用鸢尾花数据集，通过神经网络算法对鸢尾花类型进行预测(Using iris data set, the iris type was predicted by neural network algorithm.)
modulation
- 基于PARATUCK2-ALS的中继转发式室内可见光通信系统信道估计(Channel Estimation of Relay-and-Forward Indoor Visible Communication System Based on PARATUCK2-ALS)
last
- 噪声补偿张量模式的中继转发式室内可见光通信系统信道估计(Channel Estimation of Relay-and-Forward Indoor Visible Communication System with Noise Compensation Tensor Mode)
mnist_dataset_csv
- 已经转换过来的mnist数据集的csv格式(CSV format of the converted MNIST dataset)
一种优化的神经网络数字预失真方法
- 基于神经网络的数字预失真技术，即智能DPD(Digital Predistortion Technology Based on Neural Network)
卡尔曼滤波估测电池SOC
- 扩展卡尔曼滤波算法程序及仿真，适用于初学者验证算法(kalman program and simulink)
boston_housing
- 采用机器学习预测房价.使用波士顿房屋信息数据来训练和测试一个模型，并对模型的性能和预测能力进行评估。(Using Machine Learning to Predict House Prices)
LSTM
- 基于Matlab 编写的 LSTM源程序，仅供学习参考。(Matlab code of LSTM for learning and communication.)
EEGNet-master
- EEGNet的python实现，复现论文：A Compact Convolutional Network for EEG-based Brain-Computer Interfaces(Python implementation of EEGNet)
样条插值
- 样条插值的研究背景，样条函数的力学意义，三次样条插值多项式的构造，一般的插值问题(Research background of spline interpolation, mechanical meaning of spline function, construction of cubic spline interpolation polynomials, general interpolation problems)
smoke
- 用于识别火灾烟雾 , 火灾先有烟雾后有火, 监测烟雾比监测明火重要的多. 本数据集含有图片400多张, 包括标注好的txt文件, 可以直接用于yolo训练.(Used to identify fire smoke, fire smoke first and then fire, monitoring smoke is more important than monitoring open fire. This data set contains more than 400 pictures,
非线性动力学-分岔图-混沌-程序
- 上海交通大学非线性动力系统的分岔图绘制实例，非常简单好用。(The example of drawing bifurcation diagram of non-linear dynamic system in Shanghai Jiaotong University is very simple and easy to use.)