Boundedness and convergence analysis of weight elimination for cyclic training of 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

Regularization Theory and Neural Networks Architectures

Federico Girosi, Michael Jones, Tomaso Poggio · Neural Computation · 1995 · 1.4K citations

Computing, Computer Science, Mathematics +15

Gradient Convergence in Gradient methods with Errors

Dimitri P. Bertsekas, John N. Tsitsiklis · SIAM Journal on Optimization · 2000 · 458 citations

Engineering, Mathematics, Probability Theory +14