摘要
Asthetheoryofthefractionalorderdifferentialequationbecomesmaturegradually,thefractionalorderneuralnetworksbecomeanewhotspot.TherobuststabilityofaclassoffractionalorderHopfieldneuralnetworkwiththeCaputoderivativeisinvestigatedinthispaper.ThesufficientconditionstoguaranteetherobuststabilityofthefractionalorderHopfieldneuralnetworksarederivedbymakinguseofthepropertyoftheMittag-Lefflerfunction,comparisontheoremforthefractionalordersystem,andmethodoftheLaplaceintegraltransform.Furthermore,anumericalsimulationexampleisgiventoillustratethecorrectnessandeffectivenessofourresults.
出版日期
2015年02月12日(中国期刊网平台首次上网日期,不代表论文的发表时间)