在小型神经网络中,由外部强迫引发的尖端活动引起了外部强迫
1Radiophysics and Nonlinear Dynamics Department, Institute of Physics, Saratov State University, Astrakhanskaya Str. 83, Saratov 410012, Russia.
Chaos (Woodbury, N.Y.)
|October 23, 2024
概括
外部影响可以诱导刺激神经元的尖端行为. 本研究确定了关键参数,用于合和外部刺激,触发神经网络中的信息处理.
科学领域:
- 计算神经科学是一种神经科学.
- 非线性动力学是一种非线性动力学.
- 系统生物学 系统生物学
背景情况:
- 处于刺激模式中的神经元不会表现出尖端活动,阻碍信息处理.
- 外部影响,网络合和时间延迟可以诱导神经系统中的振荡行为.
研究的目的:
- 为了确定连接和外部影响的参数,诱导在FitzHugh-Nagumo振荡器的小网络中的尖端行为.
- 分析各种外部影响下的合振荡器的动态.
主要方法:
- 对局部合的FitzHugh-Nagumo振荡器的一个小网络的分析.
- 在周期脉冲 (高斯式) 和不规则脉冲 (莱维噪声,白高斯式噪声) 外部影响下的动力学的研究.
主要成果:
- 确定特定的参数 (局部合强度,强度和频率) 诱导尖端活动.
- 证明定期和不规则的外部影响都能触发网络中的尖端行为.
结论:
- 对于神经信息传输至关重要的尖端活动,可以在静止的神经网络中诱导.
- 这项研究提供了对小神经网络中从可兴奋到尖端动态过渡的参数制度的洞察.
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