科技创新与应用2026，Vol.16Issue(9)：6-10,5.DOI:10.19981/j.CN23-1581/G3.2026.09.002
复值BAM神经网络的固定时间同步及其加密研究
摘要
Abstract
Based on the complex-valued non-separation method,this paper studies the fixed-time synchronization problem of complex-valued BAM neural networks.Firstly,instead of using the traditional separation method,the complex-valued BAM neural network is treated as a whole,and the complex-valued fixed-time control strategy is designed by means of the complex-valued sign function.Then,based on the fixed-time stability theory and inequality technique,some new fixed-time synchronization criteria are derived through the designed complex-valued fixed-time control strategy.Finally,the numerical simulation is carried out by using MATLAB to verify the effectiveness and feasibility of the theoretical results and apply them to medical image encryption.关键词
复值BAM神经网络/固定时间同步/医学图像加密/不分离方法Key words
complex-valued BAM neural network/fixed-time synchronization/medical image encryption/non-separation method/complex-valued sign function分类
信息技术与安全科学引用本文复制引用
秦学姣,阮锴,黄炜,章庆勇,王岗..复值BAM神经网络的固定时间同步及其加密研究[J].科技创新与应用,2026,16(9):6-10,5.基金项目
新疆维吾尔自治区自然科学基金项目(2024D01B18) （2024D01B18）
新疆维吾尔自治区高等学校科学研究计划(XJEDU2024P097) （XJEDU2024P097）
大学生"启明星"科研计划项目(S202413560020) （S202413560020）
克拉玛依市创新环境建设计划(创新人才)项目(2025DB0129,2024hjcxrc0086) （创新人才）
新疆第二医学院科研项目(ZR202428) （ZR202428）
