The modified sufficient conditions for echo state property and parameter optimization of leaky integrator echo state network

Author:

Lun Shu-xian,Hu Hai-feng,Yao Xian-shuang

Funder

National Nature Science Foundation of PR China

Department of Education of Liaoning Province

Nature Science Foundation of Liaoning Province

Science and Technology Projects of Liaoning Province

Liaoning BaiQianWan Talents Program

Publisher

Elsevier BV

Subject

Software

Reference54 articles.

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2. Approximation of dynamical systems by continuous time recurrent neural networks;Funahashi;Neural Netw.,1993

3. Echo state networks with trained feedbacks;Lukoševičius,2007

4. LMI – based approach for global asymptotic stability analysis of recurrent neural networks with various delays and structures;Wang;IEEE Trans. Neural Netw.,2011

5. Stability criteria for recurrent neural networks with time-varying delay based on secondary delay partitioning method;Wang;IEEE Trans. Neural Netw. Learn. Syst.,2015

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