Martin Hagan

Training feedforward networks with the Marquardt algorithm

Martin Hagan, Mohammad Bagher Menhaj · IEEE Transactions on Neural Networks · 1994 · 7.6K citations

Nonlinear System Identification, Conjugate Gradient Algorithm, Engineering +10

Neural Network Toolbox™ User's Guide

Mark Beale, Martin Hagan, Howard B. Demuth · 2015 · 1.6K citations

Evolving Neural Network, Engineering, Machine Learning +3

Gauss-Newton approximation to Bayesian learning

F. Dan Foresee, Martin Hagan · Proceedings of International Conference on Neural Networks (ICNN'97) · 2002 · 1.4K citations

Gauss-newton Approximation, Model Optimization, Engineering +15

The Time Series Approach to Short Term Load Forecasting

Martin Hagan, Suzanne M. Behr · IEEE Transactions on Power Systems · 1987 · 537 citations

Forecasting Methodology, Engineering, Autocorrelation Function +17

An introduction to the use of neural networks in control systems

Martin Hagan, Howard B. Demuth, Orlando De Jesús · International Journal of Robust and Nonlinear Control · 2002 · 324 citations

Engineering, Machine Learning, Magnetic Levitation System +18