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Input-Dependent Suppression of Chaos in Recurrent Neural Networks
Chaos Recurrent Neural Networks
2010/4/7
Neuronal activity arises from an interaction between ongoing firing generated spontaneously by neural circuits and responses driven by external stimuli. Using mean-field analysis, we ask how a neural ...
Stability analysis of impulsive fuzzy recurrent neural networks with hybrid delays
Stability analysis impulsive fuzzy recurrent neural networks hybrid
2010/9/13
In this paper, the impulsive fuzzy recurrent neural network with both time-varying delays and distributed delays is considered. Applying the idea of vector Lyapunov function, M-matrix theory and analy...
期刊信息
篇名
Identification of nonlinear systems using recurrent neural networks
语种
英文
撰写或编译
撰写
作者
Ren Xuemei
第一作者单位
Beijing Institute of Technology
刊物名称
Journal of Control Theory & Applications
页面
Vol.18,...
会议信息
篇名
Identification of dynamic nonlinear systems using recurrent neural networks
语种
英文
撰写或编译
撰写
作者
Ren Xuemei
第一作者单位
Beijing Institute of Technology
会议名称
The 19th Chinese Control Conference, Dec. 2...
会议信息
篇名
Recurrent neural networks for identification of nonlinear systems
语种
英文
撰写或编译
撰写
作者
Xuemei Ren,Shuming Fei
第一作者单位
Beijing Institute of Technology,Southeast University
会议名称
The 39th IEEE Confer...
IDENTIFICATION OF THE NON-LINEAR SYSTEMS USING INTERNAL RECURRENT NEURAL NETWORKS
identification recurrent neural networks training
2010/1/12
In the past years utilization of neural networks took a distinct ampleness because of the following properties: distributed representation of information, capacity of generalization in case of unconta...
