Using Adaptive Networks to Model and Control Drug Delivery

  • Authors:

  • John Y. Conway;Marios M. Polycarpou

  • Affiliations:

  • -;-

  • Venue:
  • IEEE Expert: Intelligent Systems and Their Applications
  • Year:
  • 1996

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Abstract

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.