ニューラルネットワーク関連の研究業績



  1. T. Hayakawa, W. M. Haddad, N. Hovakimyan, and V. Chellaboina, ``Neural network adaptive control for nonlinear nonnegative dynamical systems,'' in Proc. Amer. Contr. Conf., (Denver, CO), pp. 561-566, June 2003.
  2. W. M. Haddad, V. Chellaboina, Q. Hui, and T. Hayakawa, ``Neural network adaptive control for discrete-time nonlinear nonnegative dynamical systems,'' in Proc. IEEE Conf. Dec. Contr., (Maui, HI), pp. 5691-5696, December 2003.
  3. T. Hayakawa, W. M. Haddad, V. Chellaboina, and N. Hovakimyan, ``Passivity-based neural network adaptive output feedback control for nonlinear nonnegative dynamical systems,'' in Proc. IEEE Conf. Dec. Contr., (Maui, HI), pp. 5697-5702, December 2003.
  4. T. Hayakawa, W. M. Haddad, N. Hovakimyan, and J. M. Bailey, ``Neural network adaptive dynamic output feedback control for nonlinear nonnegative systems using tapped delay memory units,'' in Proc. Amer. Contr. Conf., (Boston, MA), pp. 4505-4510, July 2004.
  5. T. Hayakawa, W. M. Haddad, and N. Hovakimyan, ``Neural network adaptive control for nonlinear nonnegative dynamical systems,'' IEEE Trans. Neural Networks, to appear.
  6. T. Hayakawa, W. M. Haddad, J. M. Bailey, and N. Hovakimyan, ``Passivity-based neural network adaptive output feedback control for nonlinear nonnegative dynamical systems,'' IEEE Trans. Neural Networks, to appear.

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