TY  - JOUR
AU  - Gupta, Poulami Das 
AU  - Majee, N. C. 
AU  - Roy, A. B. 
PY  - 2010
TI  - Stability Analysis of a Class of Three-Neuron Delayed Cellular Neural Network
JF  - OnLine Journal of Biological Sciences
VL  - 10
IS  - 1
DO  - 10.3844/ojbsci.2010.36.43
UR  - https://thescipub.com/abstract/ojbsci.2010.36.43
AB  - Problem statement: In this study linear stability of a class of three neuron cellular network with transmission delay had been studied. Approach: The model for the problem was first presented. The problem is then formulated analytically and numerical simulations pertaining to the model are carried out. Results: A necessary and sufficient condition for asymptotic stability of trivial steady state in the absence of delay is derived. Then a delay dependent sufficient condition for local asymptotic stability of trivial, steady state and sufficient condition for no stability switching of trivial steady for such a network are derived. Numerical simulation results of the model were presented. Conclusion/Recommendations: From numerical simulation, it appears that there may be a possibility of multiple steady states of the model. It may be possible to investigate the condition for the existence of periodic solutions of the non-linear model analytically.