Incorporating knowledge in multi-layer networks: the example of protein secondary structure prediction

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

1986 • 15,232 citations

Dictionary of protein secondary structure: Pattern recognition of hydrogen‐bonded and geometrical features

1983 • 14,802 citations

Parallel Distributed Processing

1986 • 14,631 citations

Analysis of the accuracy and implications of simple methods for predicting the secondary structure of globular proteins

1978 • 4,566 citations

Empirical Predictions of Protein Conformation

1978 • 3,167 citations

What Size Net Gives Valid Generalization?

1989 • 1,555 citations

Parallel networks that learn to pronounce English text

1987 • 1,546 citations

Predicting the secondary structure of globular proteins using neural network models

1988 • 1,243 citations

Analysis of hidden units in a layered network trained to classify sonar targets

1988 • 1,120 citations

Generalization and network design strategies

1989 • 818 citations

Fast-learning variations on back propagation: an empirical study.

1989 • 732 citations

Connectionism in Perspective

1989 • 510 citations

Protein secondary structure prediction with a neural network.

1989 • 506 citations

Algorithms for prediction of α-helical and β-structural regions in globular proteins

1974 • 465 citations

How good are predictions of protein secondary structure?

1983 • 375 citations

Improving the convergence of back-propagation learning with second-order methods

1989 • 338 citations

An algorithm for secondary structure determination in proteins based on sequence similarity

1986 • 305 citations

Advances in Cognitive Science

1988 • 256 citations

Learning Algorithms for Connectionist Networks: Applied Gradient Methods of Nonlinear Optimization

1988 • 249 citations

Modèles connexionnistes de l'apprentissage

1987 • 143 citations

A simple method for predicting the secondary structure of globular proteins: implications and accuracy

1988 • 75 citations

Multilayer perceptrons and data analysis

1988 • 58 citations

Speaker-independent isolated digit recognition: Multilayer perceptrons vs. Dynamic time warping

1990 • 39 citations

EVALUATION OF NETWORK ARCHITECTURES ON TEST LEARNING TASKS.

1987 • 22 citations

Speech recognition using time-delay neural networks

1988 • 12 citations