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» Learning nonlinear dynamic models
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SBRN
2000
IEEE
14 years 25 days ago
Non-Linear Modelling and Chaotic Neural Networks
This paper proposes a simple methodology to construct an iterative neural network which mimics a given chaotic time series. The methodology uses the Gamma test to identify a suita...
Antonia J. Jones, Steve Margetts, Peter Durrant, A...
JNS
2011
77views more  JNS 2011»
13 years 3 months ago
Nonlinear Dynamics of the 3D Pendulum
A 3D pendulum consists of a rigid body, supported at a fixed pivot, with three rotational degrees of freedom. The pendulum is acted on by a gravitational force. Symmetry assumptio...
Nalin A. Chaturvedi, Taeyoung Lee, Melvin Leok, N....
IJCNN
2008
IEEE
14 years 2 months ago
On the learning of nonlinear visual features from natural images by optimizing response energies
— The operation of V1 simple cells in primates has been traditionally modelled with linear models resembling Gabor filters, whereas the functionality of subsequent visual cortic...
Jussi T. Lindgren, Aapo Hyvärinen
AUTOMATICA
2007
113views more  AUTOMATICA 2007»
13 years 8 months ago
Asymptotic rejection of unknown sinusoidal disturbances in nonlinear systems
This paper deals with global disturbance rejection of nonlinear systems. The disturbance is assumed to be sinusoidal with completely unknown phases, amplitude, and frequencies, bu...
Zhengtao Ding
ECCC
2000
86views more  ECCC 2000»
13 years 8 months ago
Neural Systems as Nonlinear Filters
Experimental data show that biological synapses behave quite differently from the symbolic synapses in all common artificialneuralnetwork models. Biological synapses are dynamic, ...
Wolfgang Maass, Eduardo D. Sontag