A Learning Framework for Neural Networks Using Constrained Optimization Methods

Introduction to the theory of neural computation

Neural Networks · 1994 · 6.5K citations

Computing, Computer Science, Neuroscience +12

A direct adaptive method for faster backpropagation learning: the RPROP algorithm

Martin Riedmiller, Heinrich Braun · IEEE International Conference on Neural Networks · 2002 · 3.9K citations

Computing, Computer Science, Machine Learning +15

Increased rates of convergence through learning rate adaptation

Robert A. Jacobs · Neural Networks · 1988 · 1.8K citations

Computing, Computer Science, Machine Learning +8

<i>Introduction to the Theory of Neural Computation</i>

John Hertz, Anders Krogh, R. G. Palmer et al. · Physics Today · 1991 · 1.1K citations

Computing, Computer Science, Neuroscience +10

Fast-learning variations on back propagation: an empirical study.

Scott E. Fahlman · Medical Entomology and Zoology · 1989 · 726 citations

Computing, Computer Science, Machine Learning +7