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Quanying Liu
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Research Associate Scientist
Department of Biomedical Engineering
Dr. Quanying Liu, joined Southern University of Science and Technology (SUSTech) in September 2019, as an Assistant Professor of the Department of Biomedical Engineering, Doctoral Supervisor, PI of Neural Computing and Control Laboratory (NCC lab). Before joining SUSTech, Quanying obtained her PhD degree from ETH Zurich and received postdoctoral training at Caltech.
Quanying's research focuses on interactions among neuroscience, machine learning and control theory, including multi-modal neural signal processing (EEG, sEEG, fMRI, DTI), AI for neuroscience (explainable AI to interpret the structure and function of the brain), optimization for neuromodulation (tES, TMS, electrical stimulation).
Quanying has published over 50 research articles in top journals/conferences such as PNAS, Neuroimage, Neural Networks, Neurocomputing, HBM, JNE, IJNS, JBHI. Her work has been cited more than 1400 times, with an H factor of 19. She is the associate editor of IEEE Journal of Translational Engineering in Health and Medicine (JTEHM).
Personal Profile
Personal Profile
Research
1) Machine learning algorithm (deep generative model, manifold learning)
2) AI for neuroscience (large model of neural data, neural representation learning)
3) Multimodal neural data fusion algorithm (DTI, fMRI, EEG, SEEG)
4) Network control theory
5) Neurofeedback control (TMS, tDCS/tACS, Neurofeedback)
6) Two-way brain-computer interface
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全英在 PNAS、Neuroimage、Neural Networks、Neurocomputing、HBM、JNE、IJNS、JBHI 等顶级期刊/会议上发表了 50 多篇研究文章。她的著作被引用超过1400次，H因子为19。
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Lecture Notes
2019-10-05
Some courses and tools for Computational Neuroscience
2019-09-17
Neuroscience-Inspired Artificial Intelligence
2019-09-17
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We are welcome talented applicants for the Ph.D. program and master program. We also accepted undergraduate interns. Undergraduate students at SUSTech are welcome to have lunch with me on Wednesday! Ph.D. and master applicants please feel free to send us an email to introduce yourself, including your CV, research experiences, skills, and research interests. We ONLY require the basic math knowledge of linear algebra and probability, and a strong curiosity about how our brain works.We encourage girls in STEM to join NCC lab.
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Contact Address
1088 Xueyuan Rd, Nanshan District, Shenzhen, Guangdong 518055, China
Office Phone
Email
liuqy@sustech.edu.cn |
