Restricted Boltzmann Machine

contrastive divergence for training an RBM is presented in details.

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Cite As

BERGHOUT Tarek (2026). Restricted Boltzmann Machine (https://www.mathworks.com/matlabcentral/fileexchange/71212-restricted-boltzmann-machine), MATLAB Central File Exchange. Retrieved .

General Information

MATLAB Release Compatibility

  • Compatible with any release

Platform Compatibility

  • Windows
  • macOS
  • Linux
Version Published Release Notes Action
3.1.0

discription

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3.0.0

description

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2.0.0

new version

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1.5.0

referances

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1.4.0

In the last version we made a mistake: instead of giving all the samples of the image to visible neurons we used only one sample in each Gibbs sampling; now it is corrected.

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1.3.0

new descriptif image

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1.2.0

in the last code we trained by mistake the RBM with scalar units in visible and hidden layers, as we change the representation of these units into binary units during training and we'v got a much more improvements in accurcy

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1.0.0

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