Input Compensation Learning: modelling dynamical systems

Krause AF, Dürr V, Schack T, Cruse H (2011)
In: The 7th International Conference on Natural Computation (ICNC11) - IEEE CFP11CNC-PRT. Ding Y, Wang H, Xiong N, Hao K, Wang L (Eds);IEEE: 474-478.

Conference Paper | Published | English

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Editor
Ding, Y. ; Wang, H. ; Xiong, N. ; Hao, K. ; Wang, L.
Abstract
A special class of recurrent neural networks, Input Compensation (IC) networks, is applied to model two exemplarydynamical systems, the Van-der-Pol Oscillator and the Figure-Eight pattern. IC-learning results in compact networks that provide insights into the underlying properties of the modelled system.
Publishing Year
Conference
Seventh International Conference on Natural Computation (ICNC '11)
Location
Shanghai
Conference Date
2011-07-26 – 2011-07-28
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Cite this

Krause AF, Dürr V, Schack T, Cruse H. Input Compensation Learning: modelling dynamical systems. In: Ding Y, Wang H, Xiong N, Hao K, Wang L, eds. The 7th International Conference on Natural Computation (ICNC11) - IEEE CFP11CNC-PRT. IEEE; 2011: 474-478.
Krause, A. F., Dürr, V., Schack, T., & Cruse, H. (2011). Input Compensation Learning: modelling dynamical systems. In Y. Ding, H. Wang, N. Xiong, K. Hao, & L. Wang (Eds.), The 7th International Conference on Natural Computation (ICNC11) - IEEE CFP11CNC-PRT (pp. 474-478). IEEE.
Krause, A. F., Dürr, V., Schack, T., and Cruse, H. (2011). “Input Compensation Learning: modelling dynamical systems” in The 7th International Conference on Natural Computation (ICNC11) - IEEE CFP11CNC-PRT, ed. Y. Ding, H. Wang, N. Xiong, K. Hao, and L. Wang (IEEE), 474-478.
Krause, A.F., et al., 2011. Input Compensation Learning: modelling dynamical systems. In Y. Ding, et al., eds. The 7th International Conference on Natural Computation (ICNC11) - IEEE CFP11CNC-PRT. IEEE, pp. 474-478.
A.F. Krause, et al., “Input Compensation Learning: modelling dynamical systems”, The 7th International Conference on Natural Computation (ICNC11) - IEEE CFP11CNC-PRT, Y. Ding, et al., eds., IEEE, 2011, pp.474-478.
Krause, A.F., Dürr, V., Schack, T., Cruse, H.: Input Compensation Learning: modelling dynamical systems. In: Ding, Y., Wang, H., Xiong, N., Hao, K., and Wang, L. (eds.) The 7th International Conference on Natural Computation (ICNC11) - IEEE CFP11CNC-PRT. p. 474-478. IEEE (2011).
Krause, André Frank, Dürr, Volker, Schack, Thomas, and Cruse, Holk. “Input Compensation Learning: modelling dynamical systems”. The 7th International Conference on Natural Computation (ICNC11) - IEEE CFP11CNC-PRT. Ed. Y. Ding, H. Wang, N. Xiong, K. Hao, and L. Wang. IEEE, 2011. 474-478.
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