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» Recurrent neural networks in systems identification
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TNN
2010
139views Management» more  TNN 2010»
12 years 11 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
13 years 11 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»
13 years 9 months ago
Recurrent neural networks in systems identification
Chris M. Jubien, Nikitas J. Dimopoulos
IJCNN
2006
IEEE
13 years 11 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
13 years 11 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