4 citations · 10 across the 12 of their papers we have counts for
4 papers · 1 filter
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…
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…
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…
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…