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Pattern formation in active oscillatory media and its relation to associative memory networks

机译:活动振荡介质中的模式形成及其与关联内存网络的关系

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We continue to study the arrays of nonlinear coupled oscillators. The networks of associative memory based on limit-cycle oscillators connected via complex-valued Hermnian matrices were previously designed. Another class of networks consisting of locally connected nonlinear oscillators, closely related to so-called cellular neural networks, is the subject of study in the present paper. Within spatially continual limitations, these oscillatory networks can be considered as oscillatory media governed by the system of reaction-diffusion equations. Formation of spatio-temporal dissipative structures (wave trains, standing waves, targets and shock structures, spiral waves, stripe patterns, cluster states) in various nonlinear active media is widely used for modeling of complicated nonlinear phenomena in physics, chemistry, biology, neurophysiology. Here the results of analytical study of 1D oscillatory media corresponding to closed and unclosed chains of limit-cycle oscillators are presented. Conditions of existence of some spatio-temporal regimes inherent to nonlinear active media (diffusion instability caused by coupling, formation of wave trains and standing waves) have been clarified.
机译:我们继续研究非线性耦合振荡器的阵列。先前设计了基于通过复估的Hermnian矩阵连接的基于限制周期振荡器的关联存储器网络。另一类由局部连接的非线性振荡器组成的网络,与所谓的蜂窝神经网络密切相关,是本文研究的主题。在空间持续的局限内,这些振荡网可以被认为是由反应扩散方程系统控制的振荡介质。各种非线性活性培养基中的时空耗散结构(波动,驻波,靶和震动结构,螺旋波,条纹图案,螺旋波,条纹图案,簇状态)广泛用于物理,化学,生物学,神经生理学复杂的非线性现象的建模。这里提出了对应于限位周期振荡器的闭合和未闭合链的1D振荡介质的分析研究结果。已经阐明了非线性活性介质固有的一些时空制度的存在条件(通过耦合引起的扩散不稳定性,波动和驻波形成)。

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