• 大小: 28.1M
    文件类型: .zip
    金币: 1
    下载: 0 次
    发布日期: 2021-02-12
  • 语言: Matlab
  • 标签: RBM  matlab代码  

资源简介

这是关于深度学习的一些很重要的代码 包括基础的深度学习 RBM等,还有用深度学习去训练神经网络等等

资源截图

代码片段和文件信息

function cae = caeapplygrads(cae)
    cae.sv = 0;
    for j = 1 : numel(cae.a)
        for i = 1 : numel(cae.i)
%             cae.vik{i}{j} = cae.momentum * cae.vik{i}{j} + cae.alpha ./ (cae.sigma + cae.ddik{i}{j}) .* cae.dik{i}{j};
%             cae.vok{i}{j} = cae.momentum * cae.vok{i}{j} + cae.alpha ./ (cae.sigma + cae.ddok{i}{j}) .* cae.dok{i}{j};
            cae.vik{i}{j} = cae.alpha * cae.dik{i}{j};
            cae.vok{i}{j} = cae.alpha * cae.dok{i}{j};
            cae.sv = cae.sv + sum(cae.vik{i}{j}(:) .^ 2);
            cae.sv = cae.sv + sum(cae.vok{i}{j}(:) .^ 2);

            cae.ik{i}{j} = cae.ik{i}{j} - cae.vik{i}{j};
            cae.ok{i}{j} = cae.ok{i}{j} - cae.vok{i}{j};
        end
%         cae.vb{j} = cae.momentum * cae.vb{j} + cae.alpha / (cae.sigma + cae.ddb{j}) * cae.d

 属性            大小     日期    时间   名称
----------- ---------  ---------- -----  ----

     文件        249  2014-01-12 03:39  DeepLearnToolbox-master\.travis.yml

     文件        544  2014-01-12 03:39  DeepLearnToolbox-master\CONTRIBUTING.md

     文件        744  2014-01-12 03:39  DeepLearnToolbox-master\create_readme.sh

     文件       1313  2014-01-12 03:39  DeepLearnToolbox-master\LICENSE

     文件       8730  2014-01-12 03:39  DeepLearnToolbox-master\README.md

     文件       2256  2014-01-12 03:39  DeepLearnToolbox-master\README_header.md

     文件        950  2014-01-12 03:39  DeepLearnToolbox-master\REFS.md

     文件       2618  2014-01-12 03:39  DeepLearnToolbox-master\util\allcomb.m

     文件       1958  2014-01-12 03:39  DeepLearnToolbox-master\util\expand.m

     文件        208  2014-01-12 03:39  DeepLearnToolbox-master\util\flicker.m

     文件         80  2014-01-12 03:39  DeepLearnToolbox-master\util\flipall.m

     文件        543  2014-01-12 03:39  DeepLearnToolbox-master\util\fliplrf.m

     文件        576  2014-01-12 03:39  DeepLearnToolbox-master\util\flipudf.m

     文件        313  2014-01-12 03:39  DeepLearnToolbox-master\util\im2patches.m

     文件        108  2014-01-12 03:39  DeepLearnToolbox-master\util\isOctave.m

     文件       1895  2014-01-12 03:39  DeepLearnToolbox-master\util\makeLMfilters.m

     文件        169  2014-01-12 03:39  DeepLearnToolbox-master\util\myOctaveVersion.m

     文件         97  2014-01-12 03:39  DeepLearnToolbox-master\util\normalize.m

     文件        242  2014-01-12 03:39  DeepLearnToolbox-master\util\patches2im.m

     文件        283  2014-01-12 03:39  DeepLearnToolbox-master\util\randcorr.m

     文件       2083  2014-01-12 03:39  DeepLearnToolbox-master\util\randp.m

     文件         49  2014-01-12 03:39  DeepLearnToolbox-master\util\rnd.m

     文件         48  2014-01-12 03:39  DeepLearnToolbox-master\util\sigm.m

     文件        126  2014-01-12 03:39  DeepLearnToolbox-master\util\sigmrnd.m

     文件        256  2014-01-12 03:39  DeepLearnToolbox-master\util\softmax.m

     文件         54  2014-01-12 03:39  DeepLearnToolbox-master\util\tanh_opt.m

     文件       1072  2014-01-12 03:39  DeepLearnToolbox-master\util\visualize.m

     文件        183  2014-01-12 03:39  DeepLearnToolbox-master\util\whiten.m

     文件        137  2014-01-12 03:39  DeepLearnToolbox-master\util\zscore.m

     文件   14735220  2014-01-12 03:39  DeepLearnToolbox-master\tests\mnist_uint8.mat

............此处省略57个文件信息

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