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延迟区间BAM神经动力学模型及鲁棒稳定性分析
Neural Dynamics of Interval Bidirectional Associative Memory with Delays and Robust Interval Stability Analysis
【摘要】 给出了带轴突信号传输延迟的区间BAM 神经动力学模型(DIBAM),它是其他BAM 模型的推广.应用区间动力学系统的稳定性理论,并且构造适当的Lyapunov 函数,研究了DIBAM 的鲁棒稳定性,得到了一个充分条件.用几个具体例子进行了计算机模拟,结果表明所得的鲁棒稳定性条件的正确性
【Abstract】 In this paper neural models of interval bidirectional associative memory with axonal signal transmission delays are given. By using stability theory of the interval dynamical systems and constructing suitable Lyapunov functionals, robust stability of those DIBAM are investigated and sufficient conditions are obtained respectively. Computer simulations are made by use of some examples. It demonstrates correctness for obtained conditions of robust stability.
【关键词】 轴突信号传输延迟;
BAM模型;
区间动力学系统;
鲁棒稳定性;
【Key words】 axonal signal transmission delays; bidirectional associative meory models; interval dynamical systems; robust stability;
【Key words】 axonal signal transmission delays; bidirectional associative meory models; interval dynamical systems; robust stability;
【基金】 清华大学计算机系智能技术与系统国家重点实验室开放研究课题基金
- 【文献出处】 应用科学学报 ,JOURNAL OF APPLIED SCIENCES , 编辑部邮箱 ,1999年03期
- 【分类号】TP183
- 【被引频次】8
- 【下载频次】43