Title :
Convergence under dynamical thresholds with delays
Author :
Gopalsamy, K. ; Leung, Issic K C
Author_Institution :
Dept. of Math. & Stat., Flinders Univ., Adelaide, SA, Australia
fDate :
3/1/1997 12:00:00 AM
Abstract :
Necessary and sufficient conditions are obtained for the existence of a globally asymptotically stable equilibrium of a class of delay differential equations modeling the action of a neuron with dynamical threshold effects
Keywords :
asymptotic stability; convergence; delays; differential equations; neural nets; neurophysiology; convergence; delay differential equations; dynamical threshold effects; globally asymptotically stable equilibrium; necessary and sufficient conditions; neuron; Convergence; Delay effects; Differential equations; History; Kernel; Mathematical model; Neural networks; Neurofeedback; Neurons; Sufficient conditions;
Journal_Title :
Neural Networks, IEEE Transactions on