Introduction to self-encoder and related variant algorithms

In this paper, the self-encoder (Auto-encoder) algorithm and its related variant algorithms are briefly introduced, including Regularized Auto-encoder, Sparse Auto-encoder, denoising Auto-encoder and Contractive Auto-encoder, this paper focuses on the basic ideas of each algorithm and the construction of the objective function needed for optimization.

Turn from: http://blog.csdn.net/pi9nc/article/details/27711441

Introduction to self-encoder and related variant algorithms