Concepedia

Optimisation of the predictive ability of artificial neural network (ANN) models: A comparison of three ANN programs and four classes of training algorithm

A. Philip Plumb, R.C. Rowe, Peter York, Martin Brown

European Journal of Pharmaceutical Sciences · 2005 · 154 citations · 18 references

Concepts

ComputingComputer ScienceArtificial IntelligenceMachine LearningOptimizationNeural ModelingNeural NetworksOptimization For Machine LearningPattern RecognitionPredictive ModelingMachine Learning Prediction ModelsMultilayer PerceptronNeural Network ClassificationNeural Network ModelingNeural Network Prediction

References

18

Training feedforward networks with the Marquardt algorithm

Martin Hagan, Mohammad Bagher Menhaj · IEEE Transactions on Neural Networks · 1994 · 7.7K citations

Computing, Computer Science, Algorithms +14

Function minimization by conjugate gradients

R. Fletcher · The Computer Journal · 1964 · 4.9K citations · Full text

Natural Sciences, Mathematics, Algorithms +9

Bayesian Interpolation

David Mackay · Neural Computation · 1992 · 4.4K citations · Full text

Computing, Computer Science, Bayesian Data Analysis +11

A scaled conjugate gradient algorithm for fast supervised learning

Martin F. Møller · Neural Networks · 1993 · 4.1K citations

Computing, Computer Science, Algorithms +10

Restart procedures for the conjugate gradient method

M. J. D. Powell · Mathematical Programming · 1977 · 1.7K citations

Computing, Computer Science, Scientific Computing +6