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大小: 4KB文件類型: .zip金幣: 1下載: 0 次發布日期: 2021-02-12
- 語言: Matlab
- 標簽: 深度神經??深度學習??cnn??cnn-matlab??
資源簡介
本程序實現深度學習的卷積神經網絡(CNN)算法,含有訓練程序和測試程序
代碼片段和文件信息
function?net?=?cnnapplygrads(net?opts)
????for?l?=?2?:?numel(net.layers)
????????if?strcmp(net.layers{l}.type?‘c‘)
????????????for?j?=?1?:?numel(net.layers{l}.a)
????????????????for?ii?=?1?:?numel(net.layers{l?-?1}.a)
????????????????????net.layers{l}.k{ii}{j}?=?net.layers{l}.k{ii}{j}?-?opts.alpha?*?net.layers{l}.dk{ii}{j};
????????????????end
????????????????net.layers{l}.b{j}?=?net.layers{l}.b{j}?-?opts.alpha?*?net.layers{l}.db{j};
????????????end
????????end
????end
????net.ffW?=?net.ffW?-?opts.alpha?*?net.dffW;
????net.ffb?=?net.ffb?-?opts.alpha?*?net.dffb;
end
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件?????????575??2014-05-11?05:46??cnnapplygrads.m
?????文件????????2141??2014-05-11?05:46??cnnbp.m
?????文件????????1774??2014-05-11?05:46??cnnff.m
?????文件????????3430??2014-05-11?05:46??cnnnumgradcheck.m
?????文件????????2020??2014-05-11?05:46??cnnsetup.m
?????文件?????????193??2014-05-11?05:46??cnntest.m
?????文件?????????845??2014-05-11?05:46??cnntrain.m
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