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142
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AUTOMATICA
2006
15 years 5 months ago
2006
Controlling non-affine non-linear systems is a challenging problem in control theory. In this paper, we consider adaptive neural control of a completely non-affine pure-feedback s...
162
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ICANN
2010
Springer
15 years 6 months ago
2010
Springer
We shed light on the key ingredients of reservoir computing and analyze the contribution of the network dynamics to the spatial encoding of inputs. Therefore, we introduce attracto...
147
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NIPS
1998
15 years 6 months ago
1998
Symmetrically connected recurrent networks have recently been used as models of a host of neural computations. However, biological neural networks have asymmetrical connections, at...
146
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CCE
2008
15 years 5 months ago
2008
An efficient algorithm to train general differential recurrent neural networks is proposed. The trained network can be directly used as the internal model of a predictive controll...
IWANN
2009
Springer
16 years 1 days ago
2009
Springer
