Selecting nonlinear model structures for computer control

Approximation by superpositions of a sigmoidal function

George Cybenko · Mathematics of Control Signals and Systems · 1989 · 13.7K citations

Computing, Computer Science, Machine Learning +5

Fading memory and the problem of approximating nonlinear operators with Volterra series

Stephen Boyd, Leon O. Chua · IEEE Transactions on Circuits and Systems · 1985 · 978 citations

Natural Sciences, Electrical Engineering, Mathematics +16

On the dynamic behavior of continuous stirred tank reactors

A. Uppal, W. Harmon Ray, Aubrey B. Poore · Chemical Engineering Science · 1974 · 729 citations

Engineering, Chemical Engineering, Systems Engineering +14

An iterative method for the identification of nonlinear systems using a Hammerstein model

Kumpati S. Narendra, P. Gallman · IEEE Transactions on Automatic Control · 1966 · 696 citations

Engineering, Computer Science, Systems Engineering +15

Outliers in process modeling and identification

Ronald K. Pearson · IEEE Transactions on Control Systems Technology · 2002 · 497 citations

Engineering, Systems Engineering, Process Control +16