Training MLPs layer by layer using an objective function for internal representations

The perceptron: A probabilistic model for information storage and organization in the brain.

Frank F. Rosenblatt · Psychological Review · 1958 · 11.7K citations

Life Sciences, Neuroscience, Cognitive Neuroscience +13

Approximation capabilities of multilayer feedforward networks

Kurt Hornik · Neural Networks · 1991 · 6.1K citations

Computing, Computer Science, Computer Networks +11

Pattern classification and scene analysis

Y.P. Chien · IEEE Transactions on Automatic Control · 1974 · 3.4K citations

Computing, Computer Science, Computer Vision +13

The Cascade-Correlation learning architecture

Scott E. Fahlman, Christian Lebière · Research Showcase @ Carnegie Mellon University (Carnegie Mellon University) · 2018 · 2.4K citations · Full text

Computing, Computer Science, Computer Networks +12

What Size Net Gives Valid Generalization?

Eric B. Baum, David Haussler · Neural Computation · 1989 · 1.6K citations

Computing, Computer Science, Algorithms +7