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» Nonlinear dynamics in neural computation
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ICPR
2010
IEEE
13 years 9 months ago
Learning Non-Linear Dynamical Systems by Alignment of Local Linear Models
Abstract—Learning dynamical systems is one of the important problems in many fields. In this paper, we present an algorithm for learning non-linear dynamical systems which works...
Masao Joko, Yoshinobu Kawahara, Takehisa Yairi
IJON
2007
77views more  IJON 2007»
13 years 10 months ago
Reliability and stochastic synchronization in type I vs. type II neural oscillators
Neural reliability and stochastic synchronization are remarkable features of real neurons with important consequences for neural computation. Both phenomena are general properties...
Roberto Fdez. Galán, Bard Ermentrout, Natha...
GCC
2004
Springer
14 years 4 months ago
Open Language Approach for Dynamic Service Evolution
This paper introduces a novel approach for dynamic service establishment in a virtual organization. To allow dynamism semantic information has to be processed. A common language is...
Thomas Weishäupl, Erich Schikuta
EAAI
2008
116views more  EAAI 2008»
13 years 11 months ago
Robust neuro-identification of nonlinear plants in electric power systems with missing sensor measurements
Fault tolerant measurements are an essential requirement for system identification, control and protection. Measurements can be corrupted or interrupted due to sensor failure, bro...
Wei Qiao, Zhi Gao, Ronald G. Harley, Ganesh K. Ven...
AMC
1999
128views more  AMC 1999»
13 years 10 months ago
An elementary result in the stability theory of time-invariant nonlinear discrete dynamical systems
The stability of the equilibria of time-invariant nonlinear dynamical systems with discrete time scale is investigated. We present an elementary proof showing that in the case of ...
Weiye Li, Ferenc Szidarovszky