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延时神经网络混沌现象的研究
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作者 黄五群 周昌松 《非线性动力学学报》 1994年第4期352-358,共7页
本文研究一个具有部分延时性能的三个神经元的不对称神经网络系统的动力学行为,讨论了当控制参数变化时网络呈现的各种现象,计算了李雅普人指数研究了阵发混沌现象,最后讨论了全延时神经网络的吸引子。
关键词 神经网络 动力学行为 混沌延时
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基于混沌的SAR转发干扰方法研究 被引量:1
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作者 田贤峰 方广有 《红外与激光工程》 EI CSCD 北大核心 2008年第S3期141-145,共5页
合成孔径雷达转发欺骗干扰技术主要通过移频和距离向延时调制实现,常规转发的干扰信号具有规律性强、复杂度低等缺点。针对这种情况,提出了混沌移频和混沌延时相结合的干扰技术。干扰信号具有复杂程度高、分布平稳、干扰范围广等优点,... 合成孔径雷达转发欺骗干扰技术主要通过移频和距离向延时调制实现,常规转发的干扰信号具有规律性强、复杂度低等缺点。针对这种情况,提出了混沌移频和混沌延时相结合的干扰技术。干扰信号具有复杂程度高、分布平稳、干扰范围广等优点,且和发射信号相干。干扰能够产生区域压制干扰的效果,相对于噪声干扰,只需要较小的干扰功率。 展开更多
关键词 混沌信号 混沌移频干扰 混沌延时 雷达干扰
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基于混沌关联维与决策树的运动数据分类研究 被引量:2
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作者 郑贞 邹俊颖 《计算机仿真》 北大核心 2022年第10期327-330,424,共5页
运动数据能够为运动的监测与管理提供指导依据,由于采集设备的差异导致运动数据表现出多源、混沌、非规则等特征,现有运动数据分类方法在准确性和效率等方面仍有欠缺,因此提出了基于混沌关联维与决策树的运动数据分类方法。首先构建运... 运动数据能够为运动的监测与管理提供指导依据,由于采集设备的差异导致运动数据表现出多源、混沌、非规则等特征,现有运动数据分类方法在准确性和效率等方面仍有欠缺,因此提出了基于混沌关联维与决策树的运动数据分类方法。首先构建运动数据相空间,利用时间的自相关与互信息来确定最优混沌延时,利用虚假临界点的条件约束确定最优嵌入维度;根据相空间内存在的关联相点对数量,计算得到关联积分,从而完成数据特征提取。然后针对运动数据的高维属性设计多参决策树,根据信息增益与增益率评价确定分裂规则,根据熵期望确定最优分裂点。最后通过轮廓相似性判断数据所属类别,完成运动数据分类。基于WEKA平台的仿真结果,验证所提方法显著提高了运动数据分类的准确性,准确度达到81.47%,灵敏度达到83.92%,降低了错误分类概率,不合度仅为19.46%;另外,决策树规模与叶子数量的降低,以及吞吐量结果均表明方法具有良好的数据处理速度,有效提升了数据分类效率。 展开更多
关键词 运动数据分类 混沌延时 嵌入维度 关联积分 多参决策树
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Controlling Beam Halo-Chaos via Time-Delayed Feedback 被引量:2
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作者 FANGJin-Qing WENGJia-Qiang +1 位作者 ZHULun-Wu LUOXiao-Shu 《Communications in Theoretical Physics》 SCIE CAS CSCD 2004年第1期55-59,共5页
The study of controlling high-current proton beam halo-chaos has become a key concerned issue for manyimportant applications. In this paper, time-delayed feedback control method is proposed for beam halo-chaos. Partic... The study of controlling high-current proton beam halo-chaos has become a key concerned issue for manyimportant applications. In this paper, time-delayed feedback control method is proposed for beam halo-chaos. Particle incell simulation results show that the method is very effective and has some advantages for high-current beam experimentsand engineering. 展开更多
关键词 high-current proton beam HALO-CHAOS time-delay feedback control particle in cell
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Hopf bifurcation and chaos in an inertial neuron system with coupled delay 被引量:5
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作者 GE JuHong XU Jian 《Science China(Technological Sciences)》 SCIE EI CAS 2013年第9期2299-2309,共11页
In this paper, inertia is added to a simplified neuron system with time delay. The stability of the trivial equilibrium of the net- work is analyzed and the condition for the existence of Hopf bifurcation is obtained ... In this paper, inertia is added to a simplified neuron system with time delay. The stability of the trivial equilibrium of the net- work is analyzed and the condition for the existence of Hopf bifurcation is obtained by discussing the associated characteristic equation. Hopf bifurcation is investigated by using the perturbation scheme without the norm form theory and the center man- ifold theorem. Numerical simulations are performed to validate the theoretical results and chaotic behaviors are observed. Phase plots, time history plots, power spectra, and Poincar6 section are presented to confirm the chaoticity. To the best of our knowledge, the chaotic behavior in this paper is new to the previously published works. 展开更多
关键词 time delay INERTIA Hopf bifurcation chaos
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Chaos synchronization with dual-channel time-delayed couplings 被引量:4
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作者 FAN HuaWei WANG YaFeng +1 位作者 CHEN MengJiao WANG XinGang 《Science China(Technological Sciences)》 SCIE EI CAS CSCD 2016年第3期428-435,共8页
While the significance of oscillator dynamics and coupling structure to synchronization behaviors has been well addressed in the literature, little attention has been paid to the possible influence of coupling functio... While the significance of oscillator dynamics and coupling structure to synchronization behaviors has been well addressed in the literature, little attention has been paid to the possible influence of coupling functions. In the present paper, adopting the scheme of dual-channel time-delayed couplings, we investigate how the synchronization behaviors of networked chaotic oscillators are influenced by parameters in the coupling functions. It is found that, with the introduction of the second coupling channel, the synchronization region, as calculated according to the method of master stability function(MSF), can be largely modified. In particular, by a slight change of the time delay, it is found that the synchronization region can be significantly adjusted, or even switched from non-existing to existing. We demonstrate this interesting phenomenon for both situations of processing and propagation induced time delays, as well as for different coupling functions. Our studies shed new light on the mechanism of chaos synchronization, and may potentially be used for the control of complex network dynamics. 展开更多
关键词 chaos synchronization dual-channel coupling time delay master stability function
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Projective Synchronization Between Two Nonidentical Variable Time Delayed Systems
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作者 冯存芳 汪映海 《Communications in Theoretical Physics》 SCIE CAS CSCD 2012年第3期395-399,共5页
In this paper, we propose a method for the projective synchronization between two different chaotic systems with variable time delays. Using active control approach, the suitable controller is constructed to make the ... In this paper, we propose a method for the projective synchronization between two different chaotic systems with variable time delays. Using active control approach, the suitable controller is constructed to make the states of two different diverse time delayed systems asymptotically synchronize up to the desired scaling factor. Based on the Lyapunov stability theory, the sufficient condition for the projective synchronization is calculated theoretically. Numerical simulations of the projective synchronization between Maekey-Glass system and Ikeda system with variable time delays are shown to validate the effectiveness of the proposed algorithm. 展开更多
关键词 projective synchronization different time-delayed chaotic systems variable time delays
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