Constructing a generalizer superior to NETtalk via a mathematical theory of generalization

Learning representations by back-propagating errors

1986 • 25,825 citations

Adaptation in Natural and Artificial Systems

1992 • 14,282 citations

A theory of the learnable

1984 • 4,471 citations

A theory of the learnable

1984 • 2,968 citations

Estimation of Dependences Based on Empirical Data

2006 • 2,270 citations

On the rationale of maximum-entropy methods

1982 • 1,613 citations

Generalization as search

1982 • 1,460 citations

Toward memory-based reasoning

1986 • 1,253 citations

Stochastic Complexity and Modeling

1986 • 959 citations

Computers and the Theory of Statistics: Thinking the Unthinkable

1979 • 852 citations

NETtalk: a parallel network that learns to read aloud

1988 • 654 citations

Exploiting Chaos to Predict the Future and Reduce Noise

1989 • 274 citations

Efficient Algorithms with Neural Network Behavior.

1987 • 152 citations

A Mathematical Theory of Generalization: Part II.

1990 • 48 citations

MIT progress in understanding images

1989 • 33 citations

A benchmark for how well neural nets generalize

1989 • 9 citations