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Emergence of phase clusters and coexisting states reveals the structure-function relationship

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成果类型:
期刊论文
作者:
Yu, Dong;Wu, Yong;Ding, Qianming;Li, Tianyu;Jia, Ya
通讯作者:
Jia, Y
作者机构:
[Wu, Yong; Jia, Ya; Li, Tianyu; Yu, Dong; Ding, Qianming] Cent China Normal Univ, Dept Phys, Wuhan 430079, Peoples R China.
Cent China Normal Univ, Inst Biophys, Wuhan 430079, Peoples R China.
通讯机构:
[Jia, Y ] C
Cent China Normal Univ, Dept Phys, Wuhan 430079, Peoples R China.
语种:
英文
期刊:
Physical Review E
ISSN:
2470-0045
年:
2024
卷:
109
期:
5
页码:
054312
基金类别:
National Natural Science Foundation of China [12175080]; Self-determined research funds of CCNU from the college's basic research and operation of MOE [CCNU22JC009]; Central China Normal University's excellent postgraduate education innovation [2023CXZZ129]
机构署名:
本校为第一且通讯机构
院系归属:
物理科学与技术学院
摘要:
The Brain Connectome Project has made significant strides in uncovering the structural connections within the brain on various levels. This has led to the question of how brain structure and function are related. Our research explores this relationship in an adaptive neural network in which synaptic conductance between neurons follows spike-time synaptic plasticity rules. By adjusting the plasticity boundary, the network exhibits diverse collective behaviors, including phase synchronization, phase locking, hierarchical synchronization (phase clusters), and coexisting states. Using graph theory...

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