Optimization of the hidden unit function in feedforward neural networks

A new look at the statistical model identification

Hirotugu Akaike · IEEE Transactions on Automatic Control · 1974 · 50.7K citations · Full text

Business, Biostatistics, Statistical Modeling +9

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

Perceptron-based learning algorithms

Stephen I. Gallant · IEEE Transactions on Neural Networks · 1990 · 556 citations

Computing, Computer Science, Algorithms +12