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稀疏自动编码器的matlab代码

于 2020-07-09 发布 文件大小:99KB
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  本资源是3层的自编码器加上稀疏正则项约束的matlab代码。隐层激活函数选sigmoid函数,输出层选线性函数,程序中以一个标准数据集sonar为例,使用该方法可以做无监督表征学习,数据压缩,多任务学习等(This resource is a 3-layer self-encoder plus matlab code for sparse regular term constraints. The hidden layer activation function selects the sigmoid function, and the output layer selects the linear function. The program uses a standard data set sonar as an example. This method can be used for unsupervised representation learning, data compression, multi-task learning, etc.)

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