Title :
Stability in Bidirectional Associative Memory Networks with Time Delays
Author :
Ding, Wei ; Xia, Yonghui ; Xing, Yepeng
Author_Institution :
Shanghai Normal Univ., Shanghai
Abstract :
In the present paper, a bidirectional associative memory (BAM) neural networks with time delays is studied. Without strict conditions imposed on self regulation functions, some new sufficient conditions for the existence and global asymptotic stability of a unique equilibrium are established. It is believed that these results are significant and useful for the design and applications of BAM-type biological and artificial neural networks.
Keywords :
asymptotic stability; content-addressable storage; delays; neural nets; bidirectional associative memory networks; global asymptotic stability; neural networks; sufficient conditions; time delays; Artificial neural networks; Associative memory; Asymptotic stability; Delay effects; Magnesium compounds; Mathematics; Neural networks; Neurofeedback; Neurons; Sufficient conditions;
Conference_Titel :
Natural Computation, 2007. ICNC 2007. Third International Conference on
Conference_Location :
Haikou
Print_ISBN :
978-0-7695-2875-5
DOI :
10.1109/ICNC.2007.680
