Untitled

Methods in Enzymology , Vol

1966 • 26,261 citations

The magical number seven, plus or minus two: Some limits on our capacity for processing information.

1994 • 16,641 citations

Parallel Distributed Processing: Explorations in the Microstructure of Cognition: Foundations

1986 • 15,232 citations

Clustering Algorithms

1975 • 6,014 citations

A study of thinking

1956 • 2,766 citations

Optimal Brain Damage

1989 • 2,765 citations

Clustering Algorithms.

1976 • 2,480 citations

Simplifying decision trees

1987 • 2,458 citations

The Cascade-Correlation Learning Architecture

1989 • 2,441 citations

Compilation and analysis ofEscherichia colipromoter DNA sequences

1983 • 2,228 citations

Connectionist learning procedures

1989 • 1,388 citations

Computer systems that learn

1990 • 1,110 citations

Analysis of E.Coli Pormoter sequences

1987 • 1,029 citations

R1: A rule-based configurer of computer systems

1982 • 950 citations

The magical number seven, plus or minus two: Some limits on our capacity for processing information.

1994 • 794 citations

Simplifying Neural Networks by Soft Weight-Sharing

1992 • 588 citations

Skeletonization: A Technique for Trimming the Fat from a Network via Relevance Assessment

1988 • 541 citations

CONNECTIONIST LEARNING PROCEDURES11This chapter appeared in Volume 40 of Artificial Intelligence in 1989, reprinted with permission of North-Holland Publishing. It is a revised version of Technical Report CMU-CS-87-115, which has the same title and was prepared in June 1987 while the author was at Carnegie Mellon University. The research was supported by contract N00014-86-K-00167 from the Office of Naval Research and by grant IST-8520359 from the National Science Foundation.

1990 • 529 citations

The MONK's problems: A Performance Comparison of Different Learning Algorithms

1991 • 455 citations

Refinement of approximate domain theories by knowledge-based neural networks

1990 • 378 citations

Proceedings of the Thirteenth Annual Conference of the Cognitive Science Society

1991 • 293 citations

Untitled

1991 • 289 citations

Simplifying decision trees

1999 • 262 citations

Effect of non-contacted bases on the affinity of 434 operator for 434 repressor and Cro

1987 • 217 citations

Medical diagnostic expert system based on PDP model

1988 • 212 citations

[13] Consensus patterns in DNA

1990 • 209 citations

On the complexity of loading shallow neural networks

1988 • 191 citations

Two problems with backpropagation and other steepest-descent learning procedures for networks

1986 • 184 citations

Hierarchies in concept attainment.

1962 • 175 citations

Rule learning by searching on adapted nets

1991 • 166 citations

Training Knowledge-Based Neural Networks to Recognize Genes in DNA Sequences

1990 • 147 citations

Direct transfer of learned information among neural networks

1991 • 139 citations

Changing the rules: a comprehensive approach to theory refinement

1990 • 132 citations

An empirical comparison of ID3 and back-propagation

1989 • 128 citations

Symbolic knowledge and neural networks: insertion, refinement and extraction

1992 • 100 citations

ID2-of-3: Constructive Induction of M-of-N Concepts for Discriminators in Decision Trees

1991 • 97 citations

Interpretation of Artificial Neural Networks: Mapping Knowledge-Based Neural Networks into Rules

1991 • 97 citations

On the complexity of teaching

1991 • 49 citations

A NEURAL EXPERT SYSTEM WITH AUTOMATED EXTRACTION OF FUZZY IF-THEN RULES

1991 • 21 citations

Using explanation-based and empirical methods in theory revision

1991 • 16 citations

Learning Relations from Noisy Examples: An Empirical Comparison of LINUS and FOIL

1991 • 15 citations

Using Background Knowledge in Concept Formation

1991 • 12 citations

Computer systems that learn

1993 • 8 citations

Deleted Work

1955 • 0 citations