资源说明:深度学习网络matlab工具包,包含深度信度网络dbn,卷积网络cnn,sae(stacked auto-encoders),cae(Convolutional auto-encoders)等实现。
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Directories included in the toolbox
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`NN/` - A library for Feedforward Backpropagation Neural Networks
`CNN/` - A library for Convolutional Neural Networks
`DBN/` - A library for Deep Belief Networks
`SAE/` - A library for Stacked Auto-Encoders
`CAE/` - A library for Convolutional Auto-Encoders
`util/` - Utility functions used by the libraries
`data/` - Data used by the examples
`tests/` - unit tests to verify toolbox is working
For references on each library check REFS.md
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ps:在某些matlab中,可能没有rng函数,从而导致测试脚本中报错。该函数作用只是初始化随机函数种子,可以直接把rng(0)这句注释掉,或者用rand函数去设置随机种子。
本源码包内暂不包含可直接显示的源代码文件,请下载源码包。