A method for estimating the number of hidden neurons in feed-forward neural networks based on information entropy

Introduction to the theory of neural computation

Neural Networks · 1994 · 6.5K citations

Computing, Computer Science, Neuroscience +12

Introduction to the Theory of Neural Computation

John Hertz, Anders Krogh, Richard Palmer et al. · American Journal of Physics · 1994 · 1.3K citations · Full text

Computing, Computer Science, Neuroscience +12

First- and Second-Order Methods for Learning: Between Steepest Descent and Newton's Method

Roberto Battiti · Neural Computation · 1992 · 1.2K citations

Computing, Computer Science, Artificial Intelligence +16

Improving the convergence of the back-propagation algorithm

Arjen van Ooyen, Bernard Nienhuis · Neural Networks · 1992 · 420 citations

Computing, Computer Science, Algorithms +2

A Neural Network Construction Algorithm which Maximizes the Likelihood Function

Rudy Setiono · Connection Science · 1995 · 23 citations

Computing, Computer Science, Algorithms +15