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Adaptive networks, a nonlinear modeling technique, hold great promise for control of complex systems. The authors apply a specific type of adaptive network--neural networks--to regulate blood pressure using a vasodilator drug. Their simulations demonstrate the superiority of nonlinear neural networks over linear modeling techniques for estimating the drug's effect and regulating blood pressure at a prescribed level.
John Y. Conway, Marios M. Polycarpou, "Using Adaptive Networks to Model and Control Drug Delivery", IEEE Intelligent Systems, vol. 11, no. , pp. 31-37, April 1996, doi:10.1109/64.491279
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