搜索资源列表
Autoencoder_Code
- 用于利用GPU训练DBN网络，包括pretraing和finetune,其中包含的rbm代码非常有用-for using GPU to train DBN network，including pretraing and finetune,rbm code is useful
rbm
- Restricted Boltzmann machine的核心matlab程序 -- by Hinton-Restricted Boltzmann machine core matlab program- by Hinton
RBM
- 用C语言实现的深度学习的RBM(受限玻尔兹曼机)，是组成DBN网络的基本结构-Using C language to achieve deep learning of RBM
DeepNeuralNetwork20131115
- 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 (RB
apprendista-master
- RBM network for deep learning
Luciw_RBM_DBN
- Luciw讲解关于RBM和DBN，很详细-Luciw explain about RBM and DBN, very detailed
RBM_CPP
- rbm的C++程序，效果很好，适合初学者，里面代码的质量很高，有必要的注释-rbm of C++ program, you can run, suitable for beginners, high quality inside the code, it is necessary to note
deep-learning
- 最近热门的深度学习的有关英文文献，以及其基础RBM的文献-the papers about deep learning and its basis of RBM
cdbn
- 卷积的DBN和RBM，包含详细的代码。可运行，并与论文结果相差不大，适合初学者借鉴。-DBN and RBM convolution, contains a detailed code. Can run, and with little difference between the results of the paper, suitable for beginners reference.
core_Test_gui2
- 利用RBM神经网络实现了手写数字体识别的GUI程序-RBM neural network using several fonts handwriting recognition GUI program
VisualRBM
- 深度学习模型 单层rbm VC++平台 可直接编译执行-Depth study single rbm
TorontoDeepLearning-convnet-981771b
- 深度学习模型代码，包括rbm,grbm,卷积rbm，学习深度模型的好材料-Deep learning model code, including RBM, grbm, RBM convolutional depth model, a good learning materials
Autoencoder_Code
- 多层rbm在手写数子中的应用代码，来自大名鼎鼎的Hinton-Application of RBM code in multilayer in handwritten number, the famous Hinton
code_DBM
- matlab版本的深层受限玻尔兹曼机，是对RBM的改进-matlab version of Deep Restricted Boltzmann Machine
AutoEncoder
- 最先提出深度学习算法hinton的自动编码器matlab代码，内容是：利用多层rbm进行自动编码的多层特征训练，然后使用梯度算法进行fine turn。可以进行特征提取，也可以进行分类。压缩包里已带有训练用签字图片数据。相应算法说明可以查看hinton于2006年发表在 science的文章-First proposed deep learning algorithm hinton automatic encoder matlab code that reads: multilayer r
CF-with-RBM
- RBM的CF，单模型效果和SVD相似，只是error在不同的地方，所以结合起来可以提升效果，总觉得RBM不够intuitive，这次实现也遇到很多困难-RBM of CF, a single model and SVD similar effect, but error in different places, so you can combine to enhance the effect, always feel RBM enough intuitive, this realization
RBM
- RBM神经网络工具箱，里面有很多实用的算例，代码可以帮助理解其算法的具体实现过程(RBM neural network toolbox, which has many practical examples, the code can help understand the specific implementation process of its algorithm)
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
myrbm2batch1epoch
- 通过解读RBM算法，利用代码理解RBM算法。(Through the interpretation of RBM algorithm, using code to understand RBM algorithm.)
Autoencoder_Code
- Hilton的自动编码器实现代码(rbm based on matlab)