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20242026
most citedUncovering cognitive taskonomy through transfer learning in masked autoencoder-based fMRI reconstruction

1 citations · 2 across the 6 of their papers we have counts for

collaborators

6 papers

q-bio.NC2026

Inferring brain plasticity rule under long-term stimulation with structured recurrent dynamics

Zhichao Liang, Jingzhe Lin, Xinyi Li +2

Understanding how long-term stimulation reshapes neural circuits requires uncovering the rules of brain plasticity. While short-term synaptic modifications have been extensively ch…

q-bio.NC2025

Artificial intelligence as a surrogate brain: Bridging neural dynamical models and data

Yinuo Zhang, Demao Liu, Zhichao Liang +6

Recent breakthroughs in artificial intelligence (AI) are reshaping the way we construct computational counterparts of the brain, giving rise to a new class of ``surrogate brains''.…

q-bio.NC2024★ 1 cited

Uncovering cognitive taskonomy through transfer learning in masked autoencoder-based fMRI reconstruction

Youzhi Qu, Junfeng Xia, Xinyao Jian +5

Data reconstruction is a widely used pre-training task to learn the generalized features for many downstream tasks. Although reconstruction tasks have been applied to neural signal…

q-bio.NC2024★ 1 cited

Suppressing seizure via optimal electrical stimulation to the hub of epileptic brain network

Zhichao Liang, Guanyi Zhao, Yinuo Zhang +4

The electrical stimulation to the seizure onset zone (SOZ) serves as an efficient approach to seizure suppression. Recently, seizure dynamics have gained widespread attendance in i…

eess.SY2024

Controlling network-coupled neural dynamics with nonlinear network control theory

Zhongye Xia, Weibin Li, Zhichao Liang +2

This paper addresses the problem of controlling the temporal dynamics of complex nonlinear network-coupled dynamical systems, specifically in terms of neurodynamics. Based on the L…

q-bio.NC2024

Reverse engineering the brain input: Network control theory to identify cognitive task-related control nodes

Zhichao Liang, Yinuo Zhang, Jushen Wu +1

The human brain receives complex inputs when performing cognitive tasks, which range from external inputs via the senses to internal inputs from other brain regions. However, the e…