Perceptron-based learning algorithms

Neural networks and physical systems with emergent collective computational abilities.

1982 • 18,281 citations

Parallel Distributed Processing

1986 • 14,631 citations

Pattern Classification and Scene Analysis

1974 • 4,723 citations

Perceptrons: An Introduction to Computational Geometry

1969 • 3,322 citations

Beyond regression : new fools for prediction and analysis in the behavioral sciences

1974 • 2,830 citations

Beyond Regression : "New Tools for Prediction and Analysis in the Behavioral Sciences

1974 • 2,472 citations

Geometrical and Statistical Properties of Systems of Linear Inequalities with Applications in Pattern Recognition

1965 • 1,992 citations

What Size Net Gives Valid Generalization?

1989 • 1,555 citations

Untitled

1988 • 1,434 citations

Connectionist learning procedures

1989 • 1,388 citations

Distributed representations

1986 • 1,078 citations

Learning Efficient Classification Procedures and Their Application to Chess End Games

1983 • 1,071 citations

Distinctive features, categorical perception, and probability learning: Some applications of a neural model.

1977 • 875 citations

Correlation Matrix Memories

1972 • 871 citations

Neural Networks and Natural Intelligence

1988 • 728 citations

Connectionist expert systems

1988 • 671 citations

Learning quickly when irrelevant attributes abound: A new linear-threshold algorithm

1988 • 495 citations

Learning in feedforward layered networks: the tiling algorithm

1989 • 433 citations

Learning Patterns and Pattern Sequences by Self-Organizing Nets of Threshold Elements

1972 • 423 citations

Associatron-A Model of Associative Memory

1972 • 360 citations

Die Lernmatrix

1961 • 314 citations

Mathematical foundations of neurocomputing

1990 • 230 citations

A method of statistical neurodynamics

1974 • 178 citations

Perceptron Trees: A Case Study in Hybrid Concept Representations

1989 • 141 citations

Phoneme classification experiments using radial basis functions

1989 • 124 citations

Distinctive features, categorical perception, and probability learning: Some applications of a neural model.

1977 • 120 citations

An experimental comparison of symbolic and connectionist learning algorithms

1989 • 115 citations

Distributed Representations

2019 • 76 citations

On the boundedness of an iterative procedure for solving a system of linear inequalities

1970 • 34 citations

A connectionist learning algorithm with provable generalization and scaling bounds

1990 • 28 citations

A critique of the valiant model

1989 • 21 citations

Alphanumeric character recognition using a connectionist model with the pocket algorithm

1989 • 8 citations

Inductive knowledge acquisition and induction methodologies

1989 • 6 citations

Bayesian Assessment of a Connectionist Model for Fault Detection

2013 • 6 citations

Hand written letter recognition with neural networks

1989 • 1 citations