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Cross-Modal Multivariate Pattern Analysis
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协同作用介导视觉皮质近临界的长距离相关性
Hardik Rajpal1,2,3, Cedric Stefens4, Meghdad Saeedian1,2
1Centre for Complexity Sciences, Imperial College London, London, United Kingdom.
bioRxiv : the preprint server for biology
|November 26, 2025
概括
大脑活动显示出长距离的相关性,这对于接近关键性的信息处理至关重要. 协同的神经相互作用,而不仅仅是冗余的相互作用,驱动这些相关性,在视觉刺激期间增强大脑功能.
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:
- 长距离相关性是接近临界的系统的关键指标,使扩展空间相互作用成为可能.
- 这些相关性在大脑中被观察到,这表明在临界点附近的最佳信息处理和适应能力.
- 驱动这些远程神经相关性的精确机制尚不清楚.
研究的目的:
- 研究协同相互作用在中介小鼠视觉皮层中长距离相关性的作用.
- 了解信息交互如何为跨距离的神经通信做出贡献.
- 探索神经系统中长距离相关性的计算基础.
主要方法:
- 利用半月度两光子成像来记录数千个神经元的活动.
- 在广泛的视野中分析了神经元人口活动.
- 应用部分信息分解 (PID) 来区分协同和冗余的信息相互作用.
主要成果:
- 证实了神经元群体水平上存在的长距离相关性.
- 发现视觉刺激显著增加了协同相互作用,而不是冗余的相互作用.
- 证明了协同作用和冗余相互作用在有效的远程信息处理中相互补充.
结论:
- 协同相互作用在视觉皮层中介于远程相关性方面发挥着至关重要的作用.
- 大脑利用互补的协同作用和冗余相互作用来有效地处理信息.
- 这些发现为基础的神经相关性和关键性的计算机制提供了新的见解.
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