Analyzing Oscillations for an $N$-node Recurrent Neural Networks Model With Time Delays and General Activation Functions
Chunhua Feng, Réjean Plamondon, Christian O’Reilly · IEEE Transactions on Circuits and Systems I Regular Papers · 2011
In this paper, the existence of oscillations for a type of recurrent neural network with time delays between neural interconnections is investigated. A new set of criteria is proposed to guarantee the existence of oscillations for a network model. The results are shown to be the generalization of some published works dealing with no delay systems.