Mean square global asymptotic stability of stochastic recurrent neural networks with distributed delays

作者：Guo Yingxin^*

来源：Applied Mathematics and Computation, 2009, 215(2): 791-795.

DOI：10.1016/j.amc.2009.06.002

• Stochastic neural networks with delays
• Lyapunov functionals
• Matrix inequality
• Global asymptotic stability

By constructing suitable Lyapunov functionals and combining with matrix inequality technique, a new simple sufficient condition is presented for the global asymptotic stability in the mean square of delayed neural networks.

• 出版日期2009-9-15
• 单位曲阜师范大学