稀疏自动编码器的matlab代码

说明：  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.)

稀疏自动编码器的matlab代码\AECostFunction.m, 474 , 2018-07-19
稀疏自动编码器的matlab代码\AE_train.m, 305 , 2018-07-19
稀疏自动编码器的matlab代码\df.m, 73 , 2018-07-19
稀疏自动编码器的matlab代码\f.m, 58 , 2018-07-19
稀疏自动编码器的matlab代码\isLegal.m, 107 , 2018-07-19
稀疏自动编码器的matlab代码\lbfgsAdd.m, 691 , 2018-07-19
稀疏自动编码器的matlab代码\main_MLR.m, 238 , 2018-07-19
稀疏自动编码器的matlab代码\minFunc.m, 42745 , 2018-07-19
稀疏自动编码器的matlab代码\minFunc_processInputOptions.m, 4103 , 2018-07-19
稀疏自动编码器的matlab代码\polyinterp.m, 4158 , 2018-07-19
稀疏自动编码器的matlab代码\sonar.txt, 223899 , 2018-07-19
稀疏自动编码器的matlab代码\WolfeLineSearch.m, 10590 , 2018-07-19
稀疏自动编码器的matlab代码, 0 , 2018-07-19