文件名称:DeepNeuralNetwork20131115
- 所属分类：
- 人工智能/神经网络/遗传算法
- 资源属性：
- [Matlab] [源码]
- 上传时间：
- 2013-11-18
- 文件大小：
- 4.57mb
- 下载次数：
- 0次
- 提 供 者：
- Ke***
- 相关连接：
- 无
- 下载说明：
- 别用迅雷下载，失败请重下，重下不扣分！
介绍说明－－下载内容均来自于网络，请自行研究使用
It provides deep learning tools of deep belief networks (DBNs).-Run testDNN to try!
Each function includes descr iption. Please check it!
It provides deep learning tools of deep belief networks (DBNs) of stacked restricted Boltzmann machines (RBMs). It includes the Bernoulli-Bernoulli RBM, the Gaussian-Bernoulli RBM, the contrastive divergence learning for unsupervised pre-training, the sparse constraint, the back projection for supervised training, and the dropout technique.
The sample codes with the MNIST dataset are included in the mnist folder. Please, see readme.txt in the mnist folder.
Each function includes descr iption. Please check it!
It provides deep learning tools of deep belief networks (DBNs) of stacked restricted Boltzmann machines (RBMs). It includes the Bernoulli-Bernoulli RBM, the Gaussian-Bernoulli RBM, the contrastive divergence learning for unsupervised pre-training, the sparse constraint, the back projection for supervised training, and the dropout technique.
The sample codes with the MNIST dataset are included in the mnist folder. Please, see readme.txt in the mnist folder.
(系统自动生成,下载前可以参看下载内容)
下载文件列表
DeepNeuralNetwork
.................\randRBM.m
.................\testDNN.m
.................\mnist
.................\.....\mnistbbdbn.mat
.................\.....\evaMNIST.m
.................\.....\readme.txt
.................\.....\trainMNIST.m
.................\.....\mnistread.m
.................\.....\testMNIST.m
.................\pretrainDBN.m
.................\v2hall.m
.................\CalcRmse.m
.................\trainDBN.m
.................\linearMapping.m
.................\CalcErrorRate.m
.................\GetOnInd.m
.................\randDBN.m
.................\h2v.m
.................\sigmoid.m
.................\v2h.m
.................\SetLinearMapping.m
.................\pretrainRBM.m
.................\GetDroppedDBN.m
license.txt