- Category:
- AI-NN-PR
- Tags:
-
- File Size:
- 4.56mb
- Update:
- 2018-09-03
- Downloads:
- 0 Times
- Uploaded by:
- mujckie
Description: A Finite Boltzmann machine and deep belief network are implemented in MATLAB and verified with MNIST data. It is helpful to understand the principle of deep learning.
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File list (Check if you may need any files):
| Filename | Size | Date |
|---|
| RBM-DBN\CalcErrorRate.m | 1030 | 2016-08-04
|
| RBM-DBN\CalcRmse.m | 1138 | 2016-08-04
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| RBM-DBN\GetDroppedDBN.m | 1935 | 2016-08-04
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| RBM-DBN\GetOnInd.m | 1357 | 2016-08-04
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| RBM-DBN\h2v.m | 1794 | 2016-08-04
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| RBM-DBN\linearMapping.m | 1128 | 2016-08-04
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| RBM-DBN\mnist\evaMNIST.m | 1124 | 2016-08-04
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| RBM-DBN\mnist\mnistbbdbn.mat | 4770186 | 2016-08-04
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| RBM-DBN\mnist\mnistread.m | 1884 | 2016-08-04
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| RBM-DBN\mnist\readme.txt | 240 | 2016-08-04
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| RBM-DBN\mnist\testMNIST.m | 22 | 2016-08-04
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| RBM-DBN\mnist\trainMNIST.m | 1502 | 2016-08-04
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| RBM-DBN\ObjectFunc.m | 673 | 2016-08-04
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| RBM-DBN\pretrainDBN.m | 2876 | 2016-08-04
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| RBM-DBN\pretrainRBM.m | 6644 | 2016-08-04
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| RBM-DBN\randDBN.m | 1611 | 2016-08-04
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| RBM-DBN\randRBM.m | 1355 | 2016-08-04
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| RBM-DBN\SetLinearMapping.m | 1690 | 2016-08-04
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| RBM-DBN\sigmoid.m | 618 | 2016-08-04
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| RBM-DBN\testDNN.m | 542 | 2016-08-04
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| RBM-DBN\trainDBN.m | 12217 | 2016-08-04
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| RBM-DBN\v2h.m | 1795 | 2016-08-04
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| RBM-DBN\v2hall.m | 1262 | 2016-08-04
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| RBM-DBN\mnist | 0 | 2018-08-11
|
| RBM-DBN | 0 | 2018-08-11 |
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