资源列表
雷达辐射源在线分选程序
- 基于核聚类的雷达信号在线分选程序，比较经典(On-line Radar Signal Sorting Procedure Based on Kernel Clustering)
som
- 随机产生5类二维坐标系中的数，使用SOM网络进行无监督聚类，将产生的随机数自动聚成五类，并将结果用图像直接显示出来，生成训练好的网络权值(Five kinds of random numbers in two-dimensional coordinate system are generated randomly, and unsupervised clustering is carried out using SOM network. The random numbers generated
CNN
- 这是一个为1D心电图数据训练而设计的神经网络。(this is a Covoluntional Neural Network deisigned for 1D ECG data training.)
Matlab code for multi-agent control
- 多智能体的编队控制，适合多智能体的编队或一致性研究的初学者学习(Multi-Agent Formation Control, Suitable for Initial Scholars of Multi-Agent Formation or Consistency Research)
遗传算法优化的BP神经网络
- 遗传算法优化BP 神经网络是用遗传算法来优化BP 神经网络的初始权值和阔值，使优化 后的BP 神经网络能够更好地预测函数输出。遗传算法优化BP 神经网络的要素包括种群初 始化、造应度函数、选择操作、交叉操作和变异操作。(Genetic algorithm optimizes BP neural network by using genetic algorithm to optimize the initial weight and broad value of BP neural netwo
统计学习方法-电子书及代码实现-李航
- 统计学习书籍和代码，非常非常好的资料，你可以下载的学习。(Machine learning actual supporting code, very very good information, you can download the learning.)
强化学习
- 基础的强化学习Q-learning算法，对初学者对Q-learning算法得理解比较有帮助，程序包括运行脚本，Q-learning算法脚本以及环境脚本。(Basic reinforcement learning Q-learning algorithm is helpful for beginners to understand Q-learning algorithm. Programs include running scr ipt, Q-learning algorithm scr ipt
time-series-forecasting-keras-master
- 基于ARIMA模型和LSTM模型，提出一种高性能得时间序列预测算法(Based on ARIMA model and LSTM model, a high performance time series prediction algorithm is proposed.)
AcousticChannelSimulator
- 计算海洋声学 深海声道模型 射线声学方法(Computational ocean acoustic deep-sea channel model)
滑模广义预测
- 本程序讲述的是广义预测控制结合滑模设计的滑模预测控制器
85190844wedgelet
- 小波等神经网络,还包含PSO(粒子群)、灰色神经网络、模糊网络、概率神经网络、遗传算法优化等内容。(wavelet neural networks, etc. also contains the PSO (PSO), gray neural networks, fuzzy networks, probabilistic neural networks, genetic algorithm optimization and so on.)
群搜索优化算法及其改进算法
- 文件内部包含原始GSO算法的原论文及其相应代码，还有改进后的SGSO算法的论文及其相应代码。