一个可变形的吸引体组件组织了人类休息状态的大脑动态
bioRxiv : the preprint server for biology
|January 23, 2026
概括
休息时的大脑活动形成了一个动态的,可变形的多重体,而不是离散的状态. 这个几何原理解释了大脑功能,认知流动性,并区分神经系统疾病,如轻度认知障碍.
科学领域:
- 神经科学是一个神经科学.
- 动态系统理论 动态系统理论
- 认知科学 认知科学
背景情况:
- 内在的大脑活动是复杂的,其组织原理尚未完全理解.
- 以前的模型经常将大脑动态描述为连续空间内的运动.
- 自发神经活动的约束和规则仍然难以捉摸.
研究的目的:
- 研究休息期间人类自发大脑活动的组织原理.
- 模拟内在大脑动态的几何和动态结构.
- 将这些动态与认知功能和神经条件联系起来.
主要方法:
- 利用了大型功能磁共振成像 (fMRI) 数据集.
- 应用了潜在的动态模型来分析大脑活动模式.
- 开发了一个两参数的能量格局来解释观察到的动态.
主要成果:
- 识别了由可变形的吸引体体构成的自发大脑活动.
- 发现了两种可重复的活动模式:低连贯性 (单模) 和高连贯性 (双模/双稳).
- 发现模式之间的过渡是由于连续的多路变形而产生的,而不是离散状态切换.
结论:
- 休息时的大脑活动的动态是由可变形的吸引体体的几何原理控制的.
- 这种多重结构解释了大脑状态,认知流动性和网络协调之间的过渡.
- 多种参数可以区分健康对照和轻度认知障碍的个体.
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