双極型ロジスティックカオスニューロンの特性とハードウェア化

概要

論文の詳細を見る
A novel bipolai logistic chaos neuron model is proposed as an example of the nonmonotonous neuron models and realized in a hardware implementation The activation function is approximated in terms of the quadratic form, which is reminiscent of the Logistic mapping, instead of the sinusoidal one previously investigated In this report we shall present an electronic circuit to operate as a single chaos neuron and analyze its bifurcation characteristics and the corresponding invariant measures From the comparison with the numerical results, one may confirm the performance of the presently constructed chaos neuron for the practical applications, e.g. the association models, the learning models etc
長岡技術科学大学の論文
2001-11-30