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Resonance phenomena controlled by external feedback signals and additive noise in neural systems

机译:由外部反馈信号和神经系统中附加噪声控制的共振现象

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摘要

Chaotic resonance is a phenomenon that can replace the fluctuation source in stochastic resonance from additive noise to chaos. We previously developed a method to control the chaotic state for suitably generating chaotic resonance by external feedback even when the external adjustment of chaos is difficult, establishing a method named reduced region of orbit (RRO) feedback. However, a feedback signal was utilized only for dividing the merged attractor. In addition, the signal sensitivity in chaotic resonance induced by feedback signals and that of stochastic resonance by additive noise have not been compared. To merge the separated attractor, we propose a negative strength of the RRO feedback signal in a discrete neural system which is composed of excitatory and inhibitory neurons. We evaluate the features of chaotic resonance and compare it to stochastic resonance. The RRO feedback signal with negative strength can merge the separated attractor and induce chaotic resonance. We also confirm that additive noise induces stochastic resonance through attractor merging. The comparison of these resonance modalities verifies that chaotic resonance provides more applicability than stochastic resonance given its capability to handle attractor separation and merging.
机译:混沌共振是一种可以代替从加性噪声到混沌的随机共振中的波动源的现象。我们先前开发了一种控制混沌状态的方法,即使在外部调整困难时也可以通过外部反馈来适当地产生混沌共振,因此建立了一种方法,称为“缩小轨道区域(RRO)”反馈。但是,反馈信号仅用于划分合并的吸引子。另外,还没有比较由反馈信号引起的混沌共振中的信号灵敏度和由加性噪声引起的随机共振中的信号灵敏度。为了合并分离的吸引子,我们提出了在由兴奋性和抑制性神经元组成的离散神经系统中RRO反馈信号的负强度。我们评估混沌共振的特征,并将其与随机共振进行比较。具有负强度的RRO反馈信号会合并分离的吸引子并引起混沌共振。我们还确认,加性噪声通过吸引子合并引起随机共振。通过比较这些共振模态,可以证明混沌共振比随机共振具有更大的适用性,因为它具有处理吸引子分离和合并的能力。

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