Katayama, Katsuki; Ando, Masataka; Horiguchi, Tsuyoshi - In: Physica A: Statistical Mechanics and its Applications 322 (2003) C, pp. 531-545
three-layered autoencoder. Noise effect is taken into account by using the framework of statistical physics. We define a … cost function of the autoencoder, from which a learning rule is derived by a gradient descent method, within a mean …