Dynamics of multilayer networks in the vicinity of temporary minima

<i>Theory of Ordinary Differential Equations</i>

Earl A. Coddington, Norman Levinson, T. Teichmann · Physics Today · 1956 · 6.3K citations

Natural Sciences, Mathematics, Differential Equations +6

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

Elementary Differential Equations and Boundary Value Problems.

Donald H. Trahan, William E. Boyce, R. C. DiPrima · American Mathematical Monthly · 1979 · 2.3K citations

Natural Sciences, Mathematics, Physics +17

Increased rates of convergence through learning rate adaptation

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

Computing, Computer Science, Machine Learning +8

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