资源列表
convolutionalRBM.m-master
- 深度学习方法中的卷积受限玻尔兹曼机的必备学习源，有助于了解方法原理。-Convolution restricted boltzmann machine in deep learning approach, a necessary source of learning, helps to understand the method principle
tlbo
- TLBO算法.包含有基于经营策略的TLBO改进算法。-TLBO algoritham
DE_OS-ELM
- 用差分算法对在线惯序极限学习机的输入权值和偏置进行优化（本程序只限激励函数为sig），其学习时间比极限学习机分批进行学习总共的时间有所提升，诊断精度也提高了。-Algorithm using differential input weights and the bias line Extreme Learning Machine sequencer used to optimize (this program only excitation function for sig), its lear
Strategy.tar
- 重力四子棋程序，通过人工智能中的alpha-beta剪枝实现，AI的实力至少高于一般人的水平，人比较难下赢。通过调用getPoint函数获得下一个落子点的坐标-Gravity four chess program, through the realization of artificial intelligence in the alpha-beta pruning, the strength of AI at least a greater than average level, people
Selforgmap
- 自组织映射网络测试实例：实现不同学习法则下的样本点分类图解，适用于SOMF入门学习者-Self organization mapping
logistic_regression
- 利用逻辑回归实现二分类的matlab程序。随机生成训练样本，利用梯度下降法进行训练，并且在样本图上画出了分类边界。-Logistic regression for binary classification matlab procedures. Randomly generated training samples, the training using the gradient descent method, and is shown in Figure on the sample class
zhuchengxu
- 读取轴承全寿命周期中的每组数据，并对其进行多域特征提取，包括时域和频域特征提取，用于轴承性能退化评估的研究很有用，自己亲手调试成功-Read bearing the full life cycle of each set of data, and extract its multi-domain characteristics, including time domain and frequency domain feature extraction for bearing performanc
bearing-envelope-analysis-
- 对轴承振动信号进行滤波和包络频谱分析，可通过包络谱发现轴承故障，也可用于其他故障诊断的研究，程序已调试通过-Bearing vibration signal filtering and envelope spectrum analysis, bearing failure can be found through the envelope spectrum can also be used to study other troubleshooting procedures have been d
FOA
- 这是基本的果蝇优化算法，简单高效，非常适合初学者使用。-This optimization algorithm is a basic flies, simple and efficient, very suitable for beginners to use.
[codes]LeNet-5
- 是matlab的代码，关于yann Lecun在89年提出的cnn的原型，这个代码成功应用于欧洲很多国家的手写支票识别-Is matlab code on cnn yann Lecun prototype made in 1989, this code successfully applied to handwriting recognition check many European countries
CNN-with-three-pooling-strategy
- 这是matlab的代码，将cnn进行三次池化的代码，可以作为学习卷积神经网络的入门例子-This is a matlab code that will perform three pooled cnn code can be used as a convolution neural network learning introductory example
guanjiemingcheng
- 获取nao机器人全身各个部位的关节名称，并且以矩阵的形式输出-Get nao robot joints name in various parts of the body, and the output in the form of a matrix