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» Recurrent neural networks in systems identification
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TNN
2010
139views Management» more  TNN 2010»
14 years 5 months ago
Identification of finite state automata with a class of recurrent neural networks
A class of recurrent neural networks is proposed and proven to be capable of identifying any discrete-time dynamical system. The application of the proposed network is addressed in...
Sung Hwan Won, Iickho Song, Sun-Young Lee, Cheol H...
IJCNN
2007
IEEE
15 years 5 months ago
Nonlinear systems identification via two types of recurrent fuzzy CMAC
Floriberto Ortiz Rodriguez, Wen Yu, Marco A. Moren...
ISCAS
1993
IEEE
73views Hardware» more  ISCAS 1993»
15 years 2 months ago
Recurrent neural networks in systems identification
Chris M. Jubien, Nikitas J. Dimopoulos
77
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IJCNN
2006
IEEE
15 years 4 months ago
Learning using Dynamical Regime Identification and Synchronization
—This study proposes to generalize Hebbian learning by identifying and synchronizing the dynamical regimes of individual nodes in a recurrent network. The connection weights are ...
Nicolas Brodu
IJCNN
2007
IEEE
15 years 5 months ago
Toyota Prius HEV neurocontrol
A neural network controller for improved fuel efficiency of the Toyota Prius hybrid electric vehicle is proposed. A new method to detect and mitigate a battery fault is also pres...
Danil V. Prokhorov