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Qualitative analysis of Bi‐directional Associative Memory with time delay
Author(s) -
Liao Xiaofeng,
Yu Juebang
Publication year - 1998
Publication title -
international journal of circuit theory and applications
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.364
H-Index - 52
eISSN - 1097-007X
pISSN - 0098-9886
DOI - 10.1002/(sici)1097-007x(199805/06)26:3<219::aid-cta991>3.0.co;2-i
Subject(s) - correctness , bidirectional associative memory , computer science , content addressable memory , associative property , stability (learning theory) , transmission (telecommunications) , class (philosophy) , transmission delay , control theory (sociology) , algorithm , artificial neural network , mathematics , artificial intelligence , telecommunications , pure mathematics , control (management) , machine learning
Bi‐directional associative memory models are two‐layer heteroassociative networks. In this paper, axonal signal transmission delay is introduced into BAM model yielding a class of generalized BAM networks. Conditions for the existence of equilibrium points, boundedness of trajectories and global stability are emphatically discussed for BAM with above‐mentioned time delay. Circuit architecture of BAM with time delay is given. Correctness for our results is verified by using some examples and computer simulations. The obtained results have leading significance in the design and application of BAM networks. © 1998 John Wiley & Sons, Ltd.