Deep Neural Network

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

버전 (4.59 MB)
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(84)
2016/8/5
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편집자 메모: Popular File 2018

인용 양식

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

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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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