‘Plain backpropagation’ and advanced optimization algorithms: A comparative study

On the approximate realization of continuous mappings by neural networks

Ken-ichi Funahashi · Neural Networks · 1989 · 4.2K citations

Computing, Computer Science, Mathematics +13

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

The recent excitement about neural networks

Francis Crick · Nature · 1989 · 729 citations

Computing, Computer Science, Neuroscience +14

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

PREDICTING THE FUTURE: A CONNECTIONIST APPROACH

Andreas S. Weigend, Bernardo A. Huberman, David E. Rumelhart · International Journal of Neural Systems · 1990 · 726 citations

Computing, Computer Science, Dynamical Systems +16