ニューラルネットワーク関連の研究業績
- 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.
- 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.
- 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.
- 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.
- T. Hayakawa, W. M. Haddad, and N. Hovakimyan, ``Neural network
adaptive control for nonlinear nonnegative dynamical systems,'' IEEE Trans. Neural Networks,
to appear.
- 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.