论文信息 - A Neural Network Construction Algorithm which Maximizes the Likelihood Function

A Neural Network Construction Algorithm which Maximizes the Likelihood Function

A new method for constructing a feedforward neural network is proposed. The method starts with a single hidden unit and more units are added to the hidden layer one at a time until a network that c...

Rudy Setiono

[1] Roberto Battiti,et al. First- and Second-Order Methods for Learning: Between Steepest Descent and Newton's Method , 1992, Neural Computation.

[2] Christian Lebiere,et al. The Cascade-Correlation Learning Architecture , 1989, NIPS.

[3] Eric B. Baum,et al. Supervised Learning of Probability Distributions by Neural Networks , 1987, NIPS.

[4] Marcus Frean,et al. The Upstart Algorithm: A Method for Constructing and Training Feedforward Neural Networks , 1990, Neural Computation.