Identification and control of dynamical systems using neural networks
Citations
15,085 citations
14,635 citations
6,574 citations
4,091 citations
3,680 citations
References
18,794 citations
"Identification and control of dynam..." refers methods in this paper
...It has recently been shown in [ 21 ], using the Stone-Weierstrass theorem, that a two layer network with an arbitrarily large number of nodes in the hidden layer can approximate any continuous functionfE C( R', W") over a compact subset of W". This provides the motivation to assume that the class of generalized networks described is adequate to deal with a large class of problems in nonlinear systems theory....
[...]
16,652 citations
"Identification and control of dynam..." refers background in this paper
...Recurrent networks, introduced in the works of Hopfield [ 6 ] and discussed quite extensively in the literature, provide an alternative approach to pattern recognition....
[...]
...Multilayer networks have proved extremely successful in pattern recognition problems [2]-[5] while recurrent networks have been used in associative memories as well as for the solution of optimization problems [ 6 ]-[9]....
[...]
9,818 citations
5,328 citations
2,955 citations