Deep Neural Network

It provides deep learning tools of deep belief networks (DBNs).

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Editor's Note: Popular File 2018

Cite As

Masayuki Tanaka (2026). Deep Neural Network (https://se.mathworks.com/matlabcentral/fileexchange/42853-deep-neural-network), MATLAB Central File Exchange. Retrieved .

General Information

MATLAB Release Compatibility

  • Compatible with any release

Platform Compatibility

  • Windows
  • macOS
  • Linux
Version Published Release Notes Action
1.19.0

Modified explanation of option.

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1.18.0

Added link information.

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1.17.0

Added ICPR2014 implimentation.

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1.16.0

The bug related the object function is fixed.

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1.15.0

I added the implementation of the ICPR 2014 algorithm.

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1.14.0

Added sample of evaluation test data of MNIST.

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1.13.0

CalcErrorRate is debuged.

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1.12.0

Fixed the bug in trainDBN.m for GBDBN.

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1.11.0

Sample codes of the MNIST dataset are included.

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1.10.0

The bug is fixed.

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1.9.0

Bug fix.

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1.8.0

Modified testDNN.m

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1.7.0

Bug fixed in GetDroppedDBN.

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1.6.0

Some bags are fixed.

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1.5.0

Debugged. Thank you, chong!

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1.2.0

Modified the implementation of the dropout.
Added feature of the cross entropy object function for the neural network training.

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1.0.0

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