A batch-to-batch iterative optimal control strategy based on recurrent neural network models

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

Backpropagation through time: what it does and how to do it

Paul J. Werbos · Proceedings of the IEEE · 1990 · 4.9K citations

Computing, Computer Science, Algorithms +13

Nonlinear black-box modeling in system identification: a unified overview

Jonas Sjöberg, Qinghua Zhang, Lennart Ljung et al. · Automatica · 1995 · 1.9K citations · Full text

Engineering, Mathematics, Systems Engineering +16

Neural networks for control systems—A survey

Kate Hunt, Daniel Sbárbaro, R. Żbikowski et al. · Automatica · 1992 · 1.9K citations

Engineering, Computer Science, Systems Engineering +14

Process monitoring and diagnosis by multiblock PLS methods

John F. MacGregor, Christiane Jaeckle, Costas Kiparissides et al. · AIChE Journal · 1994 · 772 citations

Engineering, Chemical Engineering, Process Control +16