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Search results for matlab rbm

14 search results found

Rbm Mnist ⭐ 288

C++ 11 implementation of Geoff Hinton's Deep Learning matlab code

Matlab Environment for Deep Architecture Learning

Minimum Probability Flow Learning ⭐ 55

Matlab code implementing Minimum Probability Flow Learning.

Lbp Dbn Face Recognition ⭐ 42

使用LBP特征提取算法提取人脸特征，DBN网络来实现人脸识别，测试数据库ORL数据库，识别率可达90

Rbm_toolbox ⭐ 31

mostly changes in RBM code. including PCD

MPS representation of RBM

Bacteriaimageprocess ⭐ 11

This is for our project: to segment bacteria images and identify what bacteria species are in this image.

Attentionalrbm ⭐ 10

Attentional Model with RBMs and Reinforcement Learning - ICML 2011

Adhd_classification_dbn_extraction ⭐ 8

Guide : Prof Sundaram Suresh (NTU- Singapore) Area: Deep learning neural networks for feature extraction in high dimensional neuro imaging data. Tools used: Standard neuro imaging software for preprocessing, a MATLAB deep learning toolbox DeeBNet. I used deep learning algorithms including RBM’s and CNN’s to train on an open source MRI data set and classify unseen fMRI scans as having ADHD or not. I was able to achieve accuracy scores of 64% which is incrementally better than the current start of

Deepnerualnetwork ⭐ 7

Deep learning tools including RBM and DBM

Eda Suite ⭐ 6

Research code for using generative neural networks in Estimation of Distribution Algorithms (EDAs)

An introduction of MCMC, implementation of TAP, AIS, RTS algorithm to estimate the partition function of an RBM (Project of Stochastic Process course)

Restricted Boltzmann Machine Model For Sequence Data Applications ⭐ 5

Multi-type RBM (Continuous RBM, Gaussian-Bernoulli RBM and Bernoulli-Bernoulli RBM) for sequence data modeling, specificial include continuous RBM and flexible partially surpervised training method(Bengio et al.,2007). This model is adapt to the applications such as financial, atmosphere, geography sequence et al.

Ising Simulation ⭐ 5

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