Deterministic Learning and Rapid Dynamical Pattern Recognition of Discrete-Time Systems
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Liu, Tengfei; Wang, Cong; Hill, David
Description
Recently, a deterministic learning theory was proposed for identification and rapid pattern recognition of uncertain nonlinear dynamical systems. In this paper, we investigate deterministic learning of discrete-time nonlinear systems. For periodic or recurrent dynamical patterns, the persistent excitation (PE) condition can be satisfied by a regression subvector constructed from the neurons near the sequence. With the satisfaction of the PE condition, it is shown that the internal dynamics of...[Show more]
Collections | ANU Research Publications |
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Date published: | 2008 |
Type: | Conference paper |
URI: | http://hdl.handle.net/1885/35245 |
Source: | Proceedings of IEEE International Symposium on Intelligent Control 2008 |
DOI: | 10.1109/ISIC.2008.4635960 |
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02_Liu_Deterministic_Learning_and_2008.pdf | 822.25 kB | Adobe PDF | Request a copy |
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