International Journal of Soft Computing

Year: 2013
Volume: 8
Issue: 5
Page No. 352 - 355

Parameter Based Kalman Filter Training in Neural Network

Authors : P. JenoPaul and M. SreeDevi

References

Feldkamp, L.A. and G.V. Puskorius, 1994. Training controllers for robustness: Multi-stream DEKF. Proceedings of the IEEE International Conference on Neural Networks, IEEE World Congress on Computational Intelligence, Voulme 4, June 28-July 2, 1994, Orlando, FL., pp: 2377-2382.

Feldkamp, L.A. and G.V. Puskorius, 1994. Training of robust neural controllers. Proceedings of the 33rd IEEE International Conference on Decision and Control, Volume 3, December 14-16, 1994, Orlando, FL., pp: 2754-2760.

Puskorius, G.V. and L.A. Feldkamp, 1991. Decoupled extended Kalman filter training of feedforward layered networks. Proceedings of International Joint Conference of Neural Network, Volume 1, July 8-14, 1991, Seattle, WA., pp: 771-777.

Puskorius, G.V. and L.A. Feldkamp, 1993. Automotive engine idle speed control with recurrent neural networks. Proceedings of the American Control Conference, June 2-4, 1993, San Francisco, CA. USA., pp: 311-316.

Puskorius, G.V. and L.A. Feldkamp, 1994. Neurocontrol of nonlinear dynamical systems with Kalman filter-trained recurrent networks. IEEE Trans. Neural Network, 5: 279-297.
CrossRef  |  PubMed  |  Direct Link  |  

Puskorius, G.V. and L.A. Feldkamp, 1997. Extensions and enhancements of decoupled extended Kalman filter training. Proceedings of the International Conference on Neural Networks, Volume 3, June 9-12, 1997, Houston, TX., pp: 1879-1883.

Puskorius, G.V., L.A. Feldkamp and L.I. Jr. Davis, 1996. Dynamic neural network methods applied to on-vehicle idle speed control. Proc. IEEE., 84: 1407-1420.
CrossRef  |  Direct Link  |  

Rumelhart, D.E., G.E. Hinton and R.J. Williams, 1986. Learning representations of back-propagation errors. Nature, 323: 533-536.
CrossRef  |  Direct Link  |  

Singhal, S. and L. Wu, 1989. Training Multilayer Perceptrons with the Extended Kalman Algorithm. In: Advances in Neural Information Processing Systems 1, Touretzky, D.S. (Ed.)., Morgan Kaufmann Publishers Inc., San Francisco, CA, USA., pp: 133-140.

Werbos, P.J., 1990. Backpropagation through time: What it does and how to do it. Proc. IEEE, 78: 1550-1560.
CrossRef  |  

Williams, R.J. and D. Zipser, 1989. A learning algorithm for continually running fully recurrent neural networks. Neural Computat., 1: 270-280.
CrossRef  |  Direct Link  |  

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