Projects

[OHBM 2024] Human Cerebral Cortex Organization Estimated by Functional PET-FDG Metabolic Connectivity
In this study, we applied a local-global analytical framework to a resting-state simultaneous fPET-FDG and BOLD-fMRI dataset to delineate the cortical organization of resting-state metabolic connectivity.
Penghui Du, Sean Coursey, Ting Xu, Hsiao-Ying Wey, Jonathan Polimeni, Quanying Liu, Jingyuan Chen
[OHBM 2024] Human Cerebral Cortex Organization Estimated by Functional PET-FDG Metabolic Connectivity
Exploring the effect of psychotropic drugs on zebrafish brain dynamics by high-throughput calcium imaging
In this study, we collected calcium imaging data from zebrafish under various drug conditions using epifluorescence microscope, and explored the effects of distinct drugs on the activity and connectivity of brain networks.
Ziling Lu, Penghui Du, Youzhi Qu, Xuan Luo, Zimeng Xue, Quanying Liu
Exploring the effect of psychotropic drugs on zebrafish brain dynamics by high-throughput calcium imaging
Assessing Generalization of Cognitive Tasks Using Multi-regional Modular Recurrent Neural Networks with Transfer Learning
In this study, we proposed a multi-regional modular recurrent neural network to simulate the cognitive processes. The model is structured into three different modules: perception, information integration, and decision. Here
Youzhi Qu, Wenxin Che, Penghui Du, Xinyao Jian, Quanying Liu
Assessing Generalization of Cognitive Tasks Using Multi-regional Modular Recurrent Neural Networks with Transfer Learning