Dynamical behavior of a chaotic neural and its application to optimization problems
Takuma Tanaka, Etsumasa Hiura · Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005. · 2006
A model of an analog neuron with chaotic dynamics has been considered, and a chaotic neural network composed of this neuron has also been studied. The chaos neuron model has an internal variable which is evolved by a piecewise sine map, and it shows chaotic behavior. The chaotic neural network is applied to a well-defined optimization problem in order to investigate computational abilities of the present model.