激发性和抑制性群体的同步和振荡行为,其可塑性取决于峰值时间
Yuan Wang1, Xia Shi2, Bailu Si1
1Brain and Autonomous Intelligent Robots Lab, School of Systems Science, Beijing Normal University, Beijing, People's Republic of China.
Cognitive neurodynamics
|June 2, 2023
概括
刺激性突触可塑性 (eSTDP) 增强了大脑网络的同步,而抑制性可塑性 (iSTDP) 并没有显著影响. 这两种可塑性类型对于保持刺激-抑制平衡和网络稳定性至关重要.
科学领域:
- 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
- 网络神经科学 网络神经科学
背景情况:
- 大脑皮层的同步机制得到了广泛的研究,特别是在刺激性金字塔神经元方面.
- 抑制性内部神经元之间的相互作用机制仍然是活跃的研究领域.
研究的目的:
- 研究激发性和抑制性尖端时间依赖性可塑性 (eSTDP和iSTDP) 对神经网络中的同步和振荡的影响.
- 分析eSTDP和iSTDP在激发-抑制平衡网络中的不同角色.
主要方法:
- 具有化学突触的刺激性 (E) 和抑制性 (I) 神经元的模拟小世界网络.
- 研究了三种网络配置:使用eSTDP纯激发性,使用iSTDP纯抑制性,以及激发性-抑制性平衡网络.
- 各种参数,如抑制性内神经元的数量,连接的边缘和合强度.
主要成果:
- eSTDP显著促进了网络同步.
- iSTDP对同步没有显著影响.
- 无论是eSTDP还是iSTDP,它们都共同调节激发-抑制平衡,为网络稳定性和同步性做出贡献.
结论:
- 突触可塑性,特别是eSTDP,在皮层同步中起着关键作用.
- eSTDP和iSTDP之间的相互作用对于保持激发-抑制平衡网络的稳定性和同步功能至关重要.
- 这些发现可能会为神经退行性疾病的研究和治疗策略提供信息.
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