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Izvestiya Vysshikh Uchebnykh Zavedeniy-Prikladnaya Nelineynaya Dinamika最新文献

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Simple and complex dynamics in the model of evolution of two populations coupled by migration with non-overlapping generations 非重叠世代迁移耦合的两个种群进化模型中的简单和复杂动力学
IF 0.4 Pub Date : 2022-03-31 DOI: 10.18500/0869-6632-2022-30-2-208-232
M. Kulakov, E. Frisman
Purpose is to study the mechanisms leading to genetic divergence (stable genetic differences between two adjacent populations). We considered the following classical model situation. Populations are panmictic with Mendelian rules of inheritance. The action of natural selection (differences in fitness) on each of population is the same and is determined by the genotypes of only one diallel locus. We assume that adjacent generations do not overlap and genetic transformations can be described by a discrete time model. This model describes the change in the concentration of one of the alleles in each population and the ratio (weight) of first population to the total size. Methods. We used the analogue of saddle charts to construct parametric portraits showing the domains of qualitatively different dynamic modes. The study is supplemented with phase portraits, basins of attraction and bifurcation diagrams. Results. We found that the model dynamic regimes qualitatively coincide with the regimes of a similar model with continuous time, but only for a weak migration. With a strong coupling, fluctuations of the phase variables are possible. We showed that the genetic divergence is possible only with reduced fitness of heterozygotes and is the result of a series of bifurcations: pitchfork bifurcation, period doubling, or saddle-node bifurcation. After these qualitative changes, the dynamics become bi- or quadstable. In the first case, the solutions corresponding to the genetic divergence are unstable and are just a part of the transient process to monomorphic state. In the second case, the divergence is stable and appears as 2-cycle for a strong migration coupling. Conclusion. In neighboring populations, movement towards an asymptotic genetic structure (monomorphism, polymorphism or divergence) can be strictly monotonous or in the form of damped unstable or undamped stable fluctuations with a period of 2 for biologically significant parameters. For insignificant parameters, we found a complex dynamics (chaos) that consist of divergent fluctuations around fixed points and quasi-random transitions between them.
目的是研究导致遗传分化(两个相邻群体之间稳定的遗传差异)的机制。我们考虑以下经典模型情况。种群在孟德尔的遗传规则下是泛型的。自然选择对每个种群的作用(适应度差异)是相同的,仅由一个双列杂交位点的基因型决定。我们假设相邻代不重叠,遗传转化可以用离散时间模型来描述。该模型描述了每个群体中一个等位基因浓度的变化以及第一群体与总大小的比例(重量)。方法。我们使用马鞍图的模拟来构建参数化肖像,显示定性不同动态模式的域。该研究还补充了相图、吸引盆地和分岔图。结果。我们发现,该模型的动态状态与连续时间下的类似模型的动态状态在质量上一致,但仅适用于弱迁移。在强耦合的情况下,相位变量的波动是可能的。我们发现,遗传分化只有在杂合子适应度降低的情况下才有可能发生,并且是一系列分叉的结果:干草叉分叉、周期加倍或鞍结分叉。在这些质变之后,动力学变成双稳态或准稳态。在第一种情况下,遗传散度对应的解是不稳定的,只是过渡到单态过程的一部分。在第二种情况下,散度是稳定的,并且对于强迁移耦合表现为2周期。结论。在邻近的种群中,向渐近遗传结构(单态、多态或分化)的运动可以是严格单调的,也可以是有阻尼的不稳定波动或无阻尼的稳定波动,其周期为2。对于不重要的参数,我们发现了一个复杂的动力学(混沌),它由围绕不动点的发散波动和它们之间的准随机转换组成。
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引用次数: 2
Experience in assessing heart rate variability by smoothed cardiointervalograms 通过平滑心间期图评估心率变异性的经验
IF 0.4 Pub Date : 2022-03-31 DOI: 10.18500/0869-6632-2022-30-2-176-188
Marina Nikulina, V. Antonets
The objective of this study is to show the possibility of using the smoothing cardiointervalograms (CIG) method which is solely time domain analysis of CIG to separate and display the influence of various mechanisms of human physiological regulation systems on his heart rate. Methods.This paper shows the possibility of using the method of smoothing the cardiointervalogram by means of a moving average for its subsequent decomposition into slow and fast components. Decomposition results are visualized by line graphs and pseudo-phase portraits. Visualization settings allow us to isolate unique transients and calculate its timing. The method is applied to data obtained under different subject functional states and differing in the level of adaptation risks, the presence or absence of stress. For analysis were selected stress episodes detected using the information and telecommunication technology of event-related cardiac telemetry (ITT ERCT) presented by the Internet resource “StressMonitor”. Results.For the numerical series of RR-intervals, a clear division into fast and slow components is obtained. An algorithm for identifying the frequency content of heart rate variability has been formulated and tested. A visualization method is proposed that is convenient for comparing data obtained for different patients. A pseudo-phase portrait pattern corresponding to the moment of stress onset is found. The proposed method reduced the discreteness of identifying the stress onset moment from 10 seconds to single heart beats. Conclusion. The correspondence of the results to the verified ITT ERCT method and the Baevsky–Chernikova concept of adaptive risk has been demonstrated. This confirms the possibility of using the time cardiointervalograms smoothing method for the analysis of heart rate variability.
本研究的目的是展示使用平滑心间期图(CIG)方法分离和显示人体生理调节系统的各种机制对心率的影响的可能性,该方法仅对CIG进行时域分析。方法。本文介绍了用移动平均法对心电间隔图进行平滑处理的可能性,并将其分解为慢速分量和快速分量。分解结果通过线形图和伪相位图可视化。可视化设置允许我们隔离唯一的瞬变并计算其时间。该方法适用于在不同主体功能状态下获得的数据,这些数据在适应风险水平、存在或不存在压力方面存在差异。为了进行分析,选择了使用事件相关心脏遥测(ITT ERCT)的信息和电信技术检测的应激事件,该技术由互联网资源“stress monitor”提供。结果。对于rr区间的数值序列,得到了快慢分量的明确划分。一种算法识别频率内容的心率变异性已制定和测试。提出了一种便于比较不同患者数据的可视化方法。发现了与应力开始时刻相对应的伪相图。该方法降低了识别应力开始时刻的离散性,从10秒到单次心跳。结论。验证了ITT ERCT方法和Baevsky-Chernikova自适应风险概念的一致性。这证实了使用时间心间期图平滑法分析心率变异性的可能性。
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引用次数: 0
Hunt for chimeras in fully coupled networks of nonlinear oscillators 在非线性振子的全耦合网络中寻找嵌合体
IF 0.4 Pub Date : 2022-03-31 DOI: 10.18500/0869-6632-2022-30-2-152-175
D. Glyzin, S. Glyzin, A. Kolesov
The purpose of this work is to study the dynamic properties of solutions to special systems of ordinary differential equations, called fully connected networks of nonlinear oscillators. Methods. A new approach to obtain periodic regimes of the chimeric type in these systems is proposed, the essence of which is as follows. First, in the case of a symmetric network, a simpler problem is solved of the existence and stability of quasi-chimeric solutions — periodic regimes of two-cluster synchronization. For each of these modes, the set of oscillators falls into two disjoint classes. Within these classes, full synchronization of oscillations is observed, and every two oscillators from different classes oscillate asynchronously. Results. On the basis of the proposed methods, it is separately established that in the transition from a symmetric system to a general network, the periodic regimes of two-cluster synchronization can be transformed into chimeras. Conclusion. The main statements of the work concerning the emergence of chimeras were obtained analytically on the basis of an asymptotic study of a model example. For this example, the notion of a canonical chimera is introduced and the statement about the existence and stability of solutions of chimeric type in the case of asymmetry of the network is proved. All the results presented are extended to a continuous analogue of the corresponding system. The obtained results are illustrated numerically.
本文的目的是研究一类特殊的常微分方程组,即非线性振子的全连通网络的解的动力学性质。方法。提出了一种获得这些系统嵌合型周期域的新方法,其实质是:首先,在对称网络的情况下,解决了一个更简单的准嵌合解的存在性和稳定性问题——双簇同步的周期区域。对于这些模态中的每一个,振子集合属于两个不相交的类。在这些类中,观察到振荡的完全同步,并且来自不同类的每两个振荡都是异步振荡的。结果。在此基础上,分别建立了从对称系统向一般网络过渡时,双簇同步的周期状态可以转化为嵌合体。结论。在一个模型实例的渐近研究的基础上,得到了关于嵌合体出现的主要论述。对于这个例子,引入了典型嵌合体的概念,证明了网络不对称情况下嵌合体解的存在性和稳定性。所得结果可推广到相应系统的连续模拟。所得结果用数值说明。
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引用次数: 0
Local dynamics of laser chain model with optoelectronic delayed unidirectional coupling 具有光电延迟单向耦合的激光链模型局部动力学
IF 0.4 Pub Date : 2022-03-31 DOI: 10.18500/0869-6632-2022-30-2-189-207
E. Grigorieva, S. Kashchenko
Purpose. The local dynamics of the laser chain model with optoelectronic delayed unidirectional coupling is investigated. A system of equations is considered that describes the dynamics of a closed chain of a large number of lasers with optoelectronic delayed coupling between elements. An equivalent distributed integro-differential model with a small parameter inversely proportional to the number of lasers in the chain is proposed. For a distributed model with periodic edge conditions, the critical value of the coupling coefficient is obtained, at which the stationary state in the chain becomes unstable. It is shown that in a certain neighborhood of the bifurcation point, the number of roots of the characteristic equation with a real part close to zero increases indefinitely when the small parameter decreases. In this case, a two-dimensional complex Ginzburg–Landau equation with convection is constructed as a normal form. Its nonlocal dynamics determines the behavior of the solutions of the original boundary value problem. Research methods. Methods for studying local dynamics based on the construction of normal forms on central manifolds are used as applied to critical cases of (asymptotically) infinite dimension. An algorithm for reducing the original boundary value problem to the equation for slowly varying amplitudes is proposed. Results. The simplest homogeneous periodic solutions of Ginzburg–Landau equation and corresponding to them inhomogeneous solutions in the form of traveling waves in a distributed model are obtained. Such solutions can be interpreted as phase locking regimes in the chain of coupled lasers. The frequencies and amplitudes of oscillations of the radiation intensity of each laser and the phase difference between adjacent oscillators are determined.
目的。研究了具有光电延迟单向耦合的激光链模型的局部动力学。考虑了一种描述具有元件间光电延迟耦合的大量激光器闭合链动力学的方程组。提出了一种等效的分布积分-微分模型,该模型的小参数与链中激光器的数目成反比。对于具有周期边条件的分布式模型,得到了链中稳态变得不稳定的耦合系数临界值。结果表明,在分岔点的某一邻域中,实部趋近于零的特征方程的根数随着小参数的减小而无限增加。在这种情况下,以标准形式构造了具有对流的二维复金兹堡-朗道方程。它的非局部动力学决定了原边值问题解的行为。研究方法。研究了中心流形上基于范式构造的局部动力学方法,并将其应用于(渐近)无限维的临界情况。提出了一种将原边值问题化为慢变振幅方程的算法。结果。得到了金兹堡-朗道方程的最简齐次周期解及其在分布模型中行波形式的非齐次解。这种解可以解释为耦合激光链中的锁相机制。确定了每个激光器辐射强度的振荡频率和振幅以及相邻振荡器之间的相位差。
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引用次数: 1
Revealing the neural network underlying covert picture-naming paradigm using magnetoencephalography 利用脑磁图揭示隐藏图片命名范式的神经网络
IF 0.4 Pub Date : 2022-01-31 DOI: 10.18500/0869-6632-2022-30-1-76-95
P. Chholak, Fatemeh Tabari, A. Pisarchik
The ability to name trivial everyday objects is a key cognitive function that is tested after head injuries or brain surgeries. Although quite a lot of long-standing knowledge on this topic has accumulated over the past few decades and many theoretical models have been created, the underlying neural substrate and brain functioning are still not fully aligned. As far as we know, there have been no studies on this topic using magnetoencephalography (MEG), which allows recording electrophysiological activity with a high temporal resolution. Therefore, to study the underlying spatio-temporal brain activations during the sensory and semantic processing of object naming, we conducted MEG experiments with 15 subjects grouped into three equal-sized groups with different types of language training and skills. Using boundary element methods for modelling cortical surfaces and dynamic statistical parametric mapping to solve the inverse problem, we reconstructed the cortical source activity from the recorded MEG data. The reconstructed cortical maps showed a homogeneous brain response in all three groups at the sensory processing stage, while the responses between the three groups at the semantic processing stage were different. In addition, average time courses were constructed for key brain regions such as the lateral occipital cortex (LO), fusiform gyrus (FG), Broca’s area (BA), and Wernicke’s area (WA). The obtained results assume unimodal forms for LO and WA time series, and bimodal forms for FG and BA. The only LO curve peak and the first FG peak resided in the time interval for the sensory processing stage, whereas, the only WA peak, the second FG peak and the second BA peak resided in the semantic processing stage. The first BA peak was located at the boundary separating the two stages. In addition to segregating regions involved in sensory and semantic processing, this study confirmed the involvement of FG in object naming (for the first time using MEG) that is at risk of resection during mesial temporal lobe epilepsy interventions. However, the results from this work are preliminary due to the limited sample size, and future research with a larger cohort of subjects are needed to verify/strengthen the findings of this study.
命名日常物品的能力是一项关键的认知功能,在头部受伤或脑部手术后要进行测试。尽管在过去的几十年里,关于这一主题积累了大量的长期知识,并建立了许多理论模型,但潜在的神经基质和大脑功能仍然没有完全一致。据我们所知,目前还没有使用脑磁图(MEG)对这一主题进行研究,MEG允许以高时间分辨率记录电生理活动。因此,为了研究对象命名的感觉和语义处理过程中潜在的时空大脑激活,我们将15名受试者分为三个大小相等的小组,并进行了不同类型的语言训练和技能的MEG实验。利用边界元法对脑皮层表面进行建模,利用动态统计参数映射法求解逆问题,从脑磁图记录数据中重构脑皮层源活动。重建的脑皮层图显示,三组在感觉加工阶段的脑反应基本一致,而在语义加工阶段的脑反应则存在差异。此外,构建了枕侧皮质(LO)、梭状回(FG)、Broca区(BA)和Wernicke区(WA)等关键脑区的平均时间过程。所得结果对LO和WA时间序列为单峰形式,对FG和BA时间序列为双峰形式。唯一的LO曲线峰和第一个FG峰出现在感觉加工阶段的时间间隔内,而唯一的WA峰、第二个FG峰和第二个BA峰出现在语义加工阶段。第一个BA峰位于两个阶段的分界处。除了分离涉及感觉和语义处理的区域外,本研究还证实了FG参与物体命名(首次使用MEG),这在内侧颞叶癫痫干预中有切除的风险。然而,由于样本量有限,这项工作的结果是初步的,未来需要更大的受试者队列研究来验证/加强本研究的结果。
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引用次数: 1
Generalized Rabinovich–Fabrikant system: equations and its dynamics 广义rabinovitch - fabrikant系统:方程及其动力学
IF 0.4 Pub Date : 2022-01-31 DOI: 10.18500/0869-6632-2022-30-1-7-29
S. Kuznetsov, L. Turukina
The purpose of this work is to numerically study of the generalized Rabinovich–Fabrikant model. This model is obtained using the Lagrange formalism and describing the three-mode interaction in the presence of a general cubic nonlinearity. The model demonstrates very rich dynamics due to the presence of third-order nonlinearity in the equations. Methods. The study is based on the numerical solution of the obtained analytically differential equations, and their numerical bifurcation analysis using the MаtCont program. Results. For the generalized model we present a charts of dynamic regimes in the control parameter plane, Lyapunov exponents depending on parameters, portraits of attractors and their basins. On the plane of control parameters, bifurcation lines and points are numerically found. They are plotted for equilibrium point and period one limit cycle. It is shown that the dynamics of the generalized model depends on the signature of the characteristic expressions presented in the equations. A comparison with the dynamics of the Rabinovich– Fabrikant model is carried out. We indicated a region in the parameter plane in which there is a complete or partial coincidence of dynamics. Conclusion. The generalized model is new and describes the interaction of three modes, in the case when the cubic nonlinearity that determines their interaction is given in a general form. In addition, since the considered model is a certain natural extension of the well-known Rabinovich–Fabrikant model, then it is universal. And it can simulate systems of various physical nature (including radio engineering), in which there is a three-mode interaction and there is a general cubic nonlinearity.
本文的目的是对广义rabinovitch - fabrikant模型进行数值研究。该模型描述了一般三次非线性存在下的三模相互作用。由于方程中存在三阶非线性,该模型表现出非常丰富的动力学特性。方法。本研究的基础是对得到的解析微分方程进行数值解,并利用mtcont程序对其进行数值分岔分析。结果。对于广义模型,我们给出了控制参数平面上的动态状态图、依赖于参数的Lyapunov指数、吸引子及其盆地的画像。在控制参数平面上,数值求出了分岔线和分岔点。它们被绘制为平衡点,周期为一个极限环。结果表明,广义模型的动力学取决于方程中特征表达式的特征。并与Rabinovich - Fabrikant模型的动力学进行了比较。我们在参数平面上指出了一个区域,在这个区域内动力学完全或部分重合。结论。广义模型是一种新的模型,它描述了三种模态的相互作用,而决定它们相互作用的三次非线性以一般形式给出。此外,由于所考虑的模型是众所周知的rabinovitch - fabrikant模型的某种自然推广,因此它具有普适性。它可以模拟各种物理性质的系统(包括无线电工程),其中存在三模相互作用和一般的三次非线性。
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引用次数: 0
Correlation of attracting sets of tool deformations with spatial orientation of tool elasticity and regeneration of cutting forces in turning 车削过程中刀具弹性空间取向与切削力再生的相互关系
IF 0.4 Pub Date : 2022-01-31 DOI: 10.18500/0869-6632-2022-30-1-37-56
V. Zakovorotny, Valeriya Gvindjiliya
Nowadays, the dynamic cutting system is represented in the form of two subsystems — tool and workpiece, interacting through a nonlinear relationship formed by the cutting process. Such a representation determines the importance of studying the dynamics of the cutting process as the main factor influencing the efficiency of machines, the trajectories of the executive elements of which are set by CNC and are provided with high accuracy. However, in order to improve the efficiency of cutting, it is necessary to align the trajectories of the executive elements are defined by CNC with the changing dynamics of cutting, which introduces deviations in the program-defined trajectories. Purpose of this article is to consider the dependence of the dynamics of the cutting process on the spatial orientation of the cutting tool elasticity and the regenerative effect, and to find out the effect of the proposed dependence on the efficiency of the cutting process. All the issues discussed in the article are analyzed using the example of external shaft turning. Methods. The study is based on the methods of mathematical modeling and experimental dynamics. In contrast to the known studies, the dependence of the turnover lag time on the oscillatory displacements in the direction of the cutting speed, as well as the influence of the positive feedback formed in this case, is taken into account. In addition, changes in the sign of the internal feedback from the direction of deformations, as well as the influence of the regenerative effect on the generated attracting sets of deformations are taken into account. Results. Dependence of the system evolution on the elements of the stiffness matrix at different spindle speeds is disclosed. The properties of the system evolution depending on the ratio of the spindle rotation frequency and the eigenfrequencies of the tool subsystem, as well as the spatial distribution of the stiffness are studied. Conclusion. The frequency and time characteristics of the system are discussed. Conclusion is made about the possibility of efficiency increasing of the cutting process based on the coordination of the CNC program with the dynamic properties of the system.
目前,动态切削系统表现为刀具和工件两个子系统,它们通过切削过程形成的非线性关系相互作用。这种表述决定了研究切削过程动力学的重要性,它是影响机床效率的主要因素,其执行元件的轨迹由CNC设定并提供高精度。然而,为了提高切削效率,有必要使CNC定义的执行元件的轨迹与切削动态的变化相一致,这将引入程序定义轨迹的偏差。本文的目的是考虑切削过程的动力学对刀具弹性空间取向和再生效应的依赖性,并找出所提出的依赖性对切削过程效率的影响。并以外轴车削为例对文中所讨论的问题进行了分析。方法。本研究采用数学建模和实验动力学相结合的方法。与已知的研究相反,考虑了周转滞后时间对切削速度方向振荡位移的依赖,以及在这种情况下形成的正反馈的影响。此外,还考虑了变形方向的内部反馈符号的变化,以及再生效应对生成的形变吸引集的影响。结果。揭示了系统演化对不同主轴转速下刚度矩阵元素的依赖性。研究了主轴旋转频率与刀具子系统特征频率之比对系统演化特性的影响,以及刚度的空间分布。结论。讨论了系统的频率特性和时间特性。在数控程序与系统动态特性相协调的基础上,得出了提高切削加工效率的可能性。
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引用次数: 1
New Lagrangian view of vorticity evolution in two-dimensional flows of liquid and gas 二维液体和气体流动中涡度演化的新拉格朗日观点
IF 0.4 Pub Date : 2022-01-31 DOI: 10.18500/0869-6632-2022-30-1-30-36
G. Sizykh
Purpose of the study is to obtain formulas for such a speed of imaginary particles that the circulation of the speed of a (real) fluid along any circuit consisting of these imaginary particles changes (in the process of motion of imaginary particles) according to a given time law. (Until now, only those speeds of imaginary particles were known, at which the mentioned circulation during the motion remained unchanged). Method. Without implementation of asymptotic, numerical and other approximate methods, a rigorous analysis of the dynamic equation of motion (flow) of any continuous fluid medium, from an ideal liquid to a viscous gas, is carried out. Plane-parallel and nonswirling axisymmetric flows are considered. The concept of motion of imaginary particles is used, based on the K. Zoravsky criterion (which is also called A. A. Fridman’s theorem). Results. Formulas for the speed of imaginary particles are proposed. These formulas include the parameters of the (real) flow, their spatial derivatives and the function of time, which determines the law of the change in time of the (real fluid) velocity circulation along the contours moving together with the imaginary particles. In addition, it turned out that for a given function of time (and, as a consequence, for a given law of change in circulation with respect to time), the speed of imaginary particles is determined ambiguously. As a result, a method is proposed to change the speed and direction of motion of imaginary particles in a certain range (while maintaining the selected law of changes in circulation in time). For a viscous incompressible fluid, formulas are proposed that do not include pressure and its derivatives. Conclusion. A new Lagrangian point of view on the vorticity evolution in two-dimensional flows of fluids of all types is proposed. Formulas are obtained for the velocity of such movement of contours, at which the real fluid velocity circulation along any contour changes according to a given time law. This theoretical result can be used in computational fluid dynamics to limit the number of domains when using a gridless method for calculating flows of a viscous incompressible fluid (the method of viscous vortex domains).
研究的目的是得到这样一个虚粒子速度的公式,即(真实)流体的速度沿着由这些虚粒子组成的任何回路(在虚粒子的运动过程中)按照给定的时间规律发生变化。(到目前为止,只有那些假想粒子的速度是已知的,在这些速度下,上述运动中的循环保持不变)。方法。在不采用渐近、数值和其他近似方法的情况下,对任何连续流体介质(从理想液体到粘性气体)的运动(流动)动力学方程进行了严格的分析。考虑了平面平行和非旋流轴对称流动。基于K. Zoravsky准则(也称为A. A. Fridman定理),使用了虚粒子的运动概念。结果。提出了虚粒子速度的计算公式。这些公式包括(实)流的参数、它们的空间导数和时间函数,它们决定了(实)流体沿着与虚粒子一起运动的等高线的速度循环的时间变化规律。此外,事实证明,对于给定的时间函数(因此,对于给定的关于时间的循环变化规律),虚粒子的速度是模糊确定的。因此,提出了一种在一定范围内改变虚粒子运动速度和方向的方法(同时保持所选择的循环随时间变化规律)。对于粘性不可压缩流体,提出了不包括压力及其导数的公式。结论。提出了一种新的拉格朗日观点来研究二维流体中涡度的演化。得到了等高线运动速度的公式,在等高线运动速度下,流体沿等高线的实际流速按给定的时间规律变化。这一理论结果可用于计算流体动力学中,在使用无网格方法计算粘性不可压缩流体的流动(粘性涡域法)时限制域的数量。
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引用次数: 1
70 years of Naum Samuilovich Ginzburg Naum Samuilovich Ginzburg的70年
IF 0.4 Pub Date : 2022-01-31 DOI: 10.18500/0869-6632-2022-30-1-5-6
N. Ryskin
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引用次数: 0
Influence of «sensory prehistory» on the ambiguous stimuli processing in the human brain “感觉史前”对人脑模糊刺激处理的影响
IF 0.4 Pub Date : 2022-01-31 DOI: 10.18500/0869-6632-2022-30-1-57-75
Alexander Kuc, V. Maksimenko, A. Hramov
Purpose of this work is to study the effect of previous sensory information on the brain’s processing of current visual stimuli. Bistable images (Necker cubes) with a high degree of ambiguity (HA) and a low degree of ambiguity (LA) were used as visual stimuli. Methods. In this paper, we used wavelets to identify features of the brain activity signals. A multivariate analysis of variance was used to compare behavioral characteristics. Spectral power and event-related spectral perturbations were compared via a cluster-based permutation test using the FieldTrip package for Matlab. Results. We found that when the HA stimuli followed the LA stimuli, the activity of neurons in the sensory areas decreased in the early processing stage but increased in the later stages. This result confirmed the hierarchical organization of processing, where the low levels processed the details of the stimulus, and the high levels represented its interpretation. We supposed that processing of HA and LA stimuli was similar at low levels due to their similar morphology. Therefore, the brain might use the LA stimulus template at low levels to reduce the demands when processing the details of the HA stimulus. When the LA stimulus followed the HA stimulus, a weakened response in the sensory regions accompanied a high response in the frontal cortex. It reflected activation of the top-down cognitive functions, detecting a mismatch between the LA stimulus and the HA stimulus template. Conclusion. These results expanded the existing knowledge about the sensory processing mechanisms.
本研究的目的是研究先前的感觉信息对大脑处理当前视觉刺激的影响。使用高模糊度(HA)和低模糊度(LA)的双稳态图像(Necker立方体)作为视觉刺激。方法。在本文中,我们使用小波来识别大脑活动信号的特征。采用多变量方差分析比较行为特征。光谱功率和事件相关的光谱扰动通过使用Matlab的FieldTrip包进行基于聚类的排列测试进行比较。结果。我们发现,当HA刺激后LA刺激时,感觉区神经元的活动在加工前期下降,但在加工后期增加。这一结果证实了加工的分层组织,其中低水平处理刺激的细节,而高水平代表其解释。我们认为HA和LA刺激的加工在低水平上是相似的,因为它们的形态相似。因此,大脑在处理HA刺激细节时,可能会使用低水平的LA刺激模板来减少需求。当LA刺激紧随HA刺激时,感觉区反应减弱,额叶皮层反应高。它反映了自上而下的认知功能的激活,检测了LA刺激和HA刺激模板之间的不匹配。结论。这些结果扩展了现有的关于感觉加工机制的知识。
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Izvestiya Vysshikh Uchebnykh Zavedeniy-Prikladnaya Nelineynaya Dinamika
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