Convergence analysis of online gradient method for BP neural networks

Learning representations by back-propagating errors

David E. Rumelhart, Geoffrey E. Hinton, Ronald J. Williams · Nature · 1986 · 30.9K citations

Computing, Computer Science, Knowledge Representation +11

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

Paul J. Werbos · Medical Entomology and Zoology · 1974 · 2.8K citations

Public Health, Behavioral Sciences, Psychology +14

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

Paul J. Werbos · Medical Entomology and Zoology · 1974 · 2.8K citations

Public Health, Behavioral Sciences, Psychology +11

Optimal unsupervised learning in a single-layer linear feedforward neural network

Terence D. Sanger · Neural Networks · 1989 · 1.5K citations

Computing, Computer Science, Machine Learning +7

The general inefficiency of batch training for gradient descent learning

D.R. Wilson, Tony Martinez · Neural Networks · 2003 · 419 citations

Computing, Computer Science, Machine Learning +13