[PDF] Top 20 Parameter range dependent robust stability conditions for quaternion valued neural networks with time delays

... Since neural networks had been proposed in the 1940s, they have been widely studied by many researchers, due to the many applications in various areas, such as associative memory, optimization, pattern ... See full document

... that quaternion, discovered by British mathematician ...the quaternion one is more compact and the calculating speed is faster ...Therefore, quaternion-based applications are increasingly emerging in ... See full document

... implementing neural networks, time delays are unavoidably encoun- tered due to delay transmission line, partial element equivalent circuit, integration and ...of time delays in ... See full document

... stochastic neural networks (DSNNs) with time-varying delays and param- eter uncertainties is ...Recently, stability analysis for DSNNs with time-varying delays and ... See full document

... some parameter variations in the structures of neural net- ...one time-varying delay component, the finite-time boundedness of delayed Markovian jumping neural networks is studied ... See full document

... 3 Stability analysis is the basis of the design of state estimator, and many effective methods have been ...weighting delays, and less conservative criteria are ...the time-varying delays and ... See full document

... global robust asymptotic stability of the equilibrium point for neural networks with multiple time ...sufficient conditions for global robust asymptotic stability of ... See full document

... the stability of singular systems are achieved [1, 5-8, 12-13, 16-18, 20-25, 27-30] and the references ...existing stability criteria for singular time-delay systems can be classified into two types: ... See full document

... that neural networks have been extensively studied for their wide application in image processing, pattern recognition, optimization solvers, arti- ficial intelligence, fixed point calculations, and other ... See full document

... of quaternion, there are some results about the dynamics of ...exponential stability of equilibrium point for QVNNs; the authors of [20] investigated the robust stability of QVNNs with ... See full document

... of neural networks, as other fields of science, has a long history of evolu- tion with lots of ups and ...of neural networks (NNs) has received huge attention because of its strong applications ... See full document

... of stability analysis for neutral systems has been intensively studied since neutral systems can be found in many industrial systems such as population ecology [9], distributed networks containing lossless ... See full document

... the stability of real-valued neural networks (RVNNs) have been extensively investigated because of their widespread applications in various areas such as associative memory, pattern ... See full document

... The structure of this paper is arranged as follows. Section  gives some preliminaries, including some notations and important lemmas, introducing the complex-valued recur- rent networks model. The ... See full document

... global robust problem for a class of uncertain stochastic delayed neural networks of neutral-type with discrete and distributed ...Novel stability criteria are obtained in terms of linear ... See full document

... cellular neural net- works with proportional ...a time-varying unbounded delay which is different from the con- stant delay, bounded time-varying delay and distributed ...sufficient conditions ... See full document

... know, time delay is a common phenomenon that describes the fact that the future state of a system depends not only on the present state but also on the past state, and often encountered in many fields such as ... See full document

... * = 0.25 + 0.25sin and " = 0.25 + 0.25sin . The leakage delay and the time-varying delays satisfy = 0.1, & = 0.1, * = 0.5, " = 0.5, t = 0.1 and s = 0.1. By using the Matlab LMI solver, in order ... See full document

... LMIs-based conditions have been presented as sufficient conditions of BRL in 11, 12, though these conditions can be used to design a robust controller based on parameter-dependent ... See full document

... regulatory networks with leakage, distributed, and probabilistic measurement ...the stability formula of the estimation error systems in the structure of linear matrix inequalities under which the ... See full document