deep neural network

【文件属性】：
文件名称：deep neural network
文件大小：4.57MB
文件格式：ZIP
更新时间：2022-01-23 23:32:36
Dnn 深度学习的代码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.

【文件预览】：
license.txt
DeepNeuralNetwork
----pretrainDBN.m(3KB)
----randRBM.m(1KB)
----h2v.m(2KB)
----SetLinearMapping.m(2KB)
----v2h.m(2KB)
----randDBN.m(2KB)
----mnist()
--------mnistread.m(2KB)
--------trainMNIST.m(1KB)
--------mnistbbdbn.mat(4.55MB)
--------testMNIST.m(22B)
--------evaMNIST.m(1KB)
--------readme.txt(240B)
----ObjectFunc.m(673B)
----GetDroppedDBN.m(2KB)
----pretrainRBM.m(6KB)
----CalcErrorRate.m(1KB)
----sigmoid.m(618B)
----trainDBN.m(12KB)
----v2hall.m(1KB)
----CalcRmse.m(1KB)
----GetOnInd.m(1KB)
----testDNN.m(542B)
----linearMapping.m(1KB)