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。
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.
出处
《应用科学学报》
CAS
CSCD
1999年第3期282-288,共7页
Journal of Applied Sciences
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
关键词
神经网络
DIBAM
区间动力学系统
鲁棒稳定性
axonal signal transmission delays, bidirectional associative meory models, interval dynamical systems, robust stability
