Katayama, Katsuki; Ando, Masataka; Horiguchi, Tsuyoshi - In: Physica A: Statistical Mechanics and its Applications 322 (2003) C, pp. 531-545
cost function of the autoencoder, from which a learning rule is derived by a gradient descent method, within a mean-field … approximation. We find a pair of values of two noise levels at which a minimum value of the cost function is attained. We …