模块化架构促进了神经网络中以噪音驱动的同步控制
Hideaki Yamamoto1,2, F Paul Spitzner3, Taiki Takemuro1,4
1Research Institute of Electrical Communication (RIEC), Tohoku University, Sendai, Japan.
Science advances
|August 25, 2023
概括
哺乳动物皮层网络通过在状态之间切换来实现复杂的同步. 模块化架构和突触资源耗尽提高网络对外部噪声的敏感性,控制动态状态.
科学领域:
- 神经科学是一个神经科学.
- 计算神经科学是一种神经科学.
- 系统神经科学 系统神经科学
背景情况:
- 哺乳动物皮层信息处理需要分离和集成电路活动.
- 在神经元同步状态之间灵活切换可以调和这些需求.
- 控制神经网络中复杂同步模式的机制尚未完全理解.
研究的目的:
- 研究模块化架构和突触性质如何影响神经网络同步.
- 阐明控制皮层网络中的动态状态的机制.
主要方法:
- 精确的神经工程来操纵和刺激体外皮层神经元网络.
- 使用尖端神经元和美索斯科普模型进行in silico建模.
- 对网络对外部异步刺激的敏感度的分析.
主要成果:
- 一个模块化架构放大了网络对外部噪声的敏感性.
- 刺激神经元中突触资源的持续耗尽是这种高度敏感性的基础.
- 网络动态状态取决于模块化架构和外部输入特征.
结论:
- 模块化结构和突触动态是网络刺激性和响应的关键决定因素.
- 了解这些因素对于理解哺乳动物皮层中的信息处理至关重要.
- 这项研究提供了关于神经系统中复杂同步模式的控制的见解.
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