资源列表
DNRBM
- 采用栈式 RBM 的深度神经网络。自训练, 自控制(This paper is a continuation of the depth of the neural network and the choice of the previous predictor. Here we will be covered by the depth of the neural network characteristic of stacked RBM initialization, and it is in
pid
- ZN BASED PID TUNING METHOD TO IDENTIFY KPKIKD VALUES
蚁群算法_最优路径（二维）
- 应用粒子群算法实现路径规划，可以实现仿真(Application of particle swarm optimization algorithm to achieve path planning, simulation can be achieved)
cplst
- 多标签分类算法，通过对标签降维（SVD），然后利用线性回归建立特征和低维标签之间的关系，求出特征的系数，然后反过来进行预测(Multi label classification algorithm, through the tag dimension reduction (SVD), and then use linear regression to establish the relationship between features and low dimensional tags, to
DBN代码
- MATLAB实例与人工智能神经网络深度学习深度信念网络(MATLAB instance and artificial intelligence neural network deep learning deep belief network)
GA
- 利用GA遗传算法进行动态路径规划，完成最优轨迹的生成，适合新手入门学习。(Using GA genetic algorithm for dynamic path planning, the completion of the optimal trajectory generation, suitable for beginners to learn.)
机器人控制系统的设计与MATLAB仿真_刘金琨[2008]
- 这个一本专门讲机器人控制系统的书，有详细的程序代码(This book, which specializes in robot control systems, has detailed program code)
神经网络与机器学习（加）Simon+Haykin
- 神经网络与机器学习（加）Simon Haykin 本书是关于神经网络的全面的、彻底的、可读性很强的、最新的论述。(Neural NetWorks and Learing Machines)
BP Matlab实现
- 采用Iris数据集在matlab上实现简单的数据训练和分类(Using Iris data set in matlab to achieve a simple data training and classification.)
bp神经网络
- 使用java语言手动编写的bp神经网络算法(Manually write BP algorithm)
ABC
- 标准人工蜂群算法详细代码，含20个基准函数(The standard artificial bee colony algorithm contains 20 benchmark functions)
小波神经网络预测timeseries
- 关于小波神经网络的matlab 源程序，对于考虑利用小波神经网络进行预测的，可以考虑一下。(.Wavelet neural network on the matlab source code, for considering the use of wavelet neural network prediction, you can consider.)