Brief Introduction:

Dr. Xiaopeng Si works as a tenured associate professor at Tianjin University. Dr. Si obtained his Ph.D. from Tsinghua University, and finished his visiting scholar at Johns Hopkins University. Dr. Si focused on the research of Brain cognition and intelligence, medical artificial intelligence, neural engineering and brain-computer interaction, multimodal neural information processing and intelligent computing, affective brain-computer interface and affective neuroscience, etc. He has presided over and participated in a number of important national and provincial projects, including National Key Research and Development Program, National Natural Science Foundation of China General and Youth Program, Tianjin Project + Team Key Talent Training Program, Tianjin Natural Science Foundation of China General Program, Tianjin University Talents Program, etc. He has published articles in PNAS, IEEE J Biomed Health, Cereb Cortex (cover paper), J Neural Eng, Cyborg and Bionic Systems and other top international and high-level journals in this field. 8 national invention patents and 2 software Copyrights have been authorized. Academic achievements have been reported by Nat Commun, J Neurosci, NeuroImage, Hum Brain Mapp, Cereb Cortex and other top and high-level journals. His team won the champion and the first prize of the emotional brain-computer Interface final of the World Robot Competition, the second prize and the second prize of the brain-computer Interface Youth paper Competition of the World Robot Competition. He has also won the first batch of famous teachers of ideological and political education for postgraduate courses in Tianjin, the first Prize of Teaching Achievement Award of Tianjin University, and the first prize of Excellent Online courses for postgraduate students of Tianjin University. He is a member of Brain-Computer Interface and Rehabilitation Professional Committee of Chinese Association of Rehabilitation Medicine, senior expert member of China Brain-Computer Interface Industry Alliance, member of Education and Training Branch of China Medical Equipment Association, standing member of Health Rehabilitation Professional Committee of Tianjin Association of Traditional Chinese Medicine. He is a member of the editorial board of Frontiers in Neurorobotics and an expert in science fund review.

Academic Achievements:

① Selected Publications:

[1] Si, Xiaopeng; Zhou, Wenjing; Hong, Bo. Cooperative cortical network for categorical processing of Chinese lexical tone. Proceedings of the National Academy of Sciences (PNAS), 2017, 114(46): 12303–12308.

[2] Si, Xiaopeng; Zhou, Yu; Li, Sicheng; Zhang Xingjian; Han, Shunli, Xiang, Shaoxin; Ming, Dong. Brain-Computer Interfaces in Visualized Medicine. Visualized Medicine. Springer Nature，2023, 7, 127-153(ISBN：978-981-32-9901-6).

[3] Si, Xiaopeng; Huang, Dong; Yu, Jiayue; Ming, Dong. Cross-Subject Emotion Recognition Brain–Computer Interface Based on fNIRS and DBJNet. Cyborg and Bionic Systems (CBS), 2023, 4: 0045.

[4] Si, Xiaopeng; Huang, Dong; Sun, Yulin; Huang Shudi; Huang, He; Ming, Dong. Transformer-Based Ensemble Deep Learning Model for EEG-Based Emotion Recognition. Brain Science Advances (BSA), 2023, 9 (3): 210-223.

[5] Sun, Yulin; Jin, Weipeng; Si, Xiaopeng (共一;共通); Zhang, Xingjian; Cao, Jiale; Wang, Le; Yin, Shaoya; Ming, Dong; Continuous Seizure Detection Based on Transformer and Long-Term iEEG, IEEE Journal of Biomedical and Health Informatics (JBHI), 2022, 26(11)：5418-5427.

[6] Zhou, Yu; Si, Xiaopeng (共一;共通); Chen, Yuanyuan; Chao, Yiping; Lin, Ching-Po; Li, Sicheng; Zhang, Xingjian; Ming, Dong; Li, Qiang; Hippocampus- and Thalamus-Related Fiber-Specific White Matter Reductions in Mild Cognitive Impairment, Cerebral Cortex (CC), 2022, 32(15)：3159-3174.

[7] Si, Xiaopeng; Yang, Zhuobin; Zhang, Xingjian; Sun, Yulin; Jin, Weipeng; Wang, Le; Yin, Shaoya; Ming, Dong; Patient-independent seizure detection based on long-term iEEG and a novel lightweight CNN, Journal of Neural Engineering (JNE), 2023, 20(1)：016037.

[8] Si, Xiaopeng; Li, Sicheng; Xiang, Shaoxin; Yu, Jiayue; Ming, Dong; Imagined speech increases the hemodynamic response and functional connectivity of the dorsal motor cortex, Journal of Neural Engineering (JNE), 2021, 18(5)：056048.

[9] Si, Xiaopeng; Zhang, Xingjian; Zhou, Yu; Chao, Yiping; Lim, Siew-Na; Sun, Yulin; Yin, Shaoya; Jin, Weipeng; Zhao, Xin; Li, Qiang; Ming, Dong; White matter structural connectivity as a biomarker for detecting juvenile myoclonic epilepsy by transferred deep convolutional neural networks with varying transfer rates, Journal of Neural Engineering (JNE), 2021, 18(5)：056053.

[10] Si, Xiaopeng; Xiang, Shaoxin; Zhang, Ludan; Li, Sicheng; Zhang, Kuo; Ming, Dong; Acupuncture With deqi Modulates the Hemodynamic Response and Functional Connectivity of the Prefrontal-Motor Cortical Network, Frontiers in Neuroscience (FIN), 2021, 15(August)：1-15.

[11] Si, Xiaopeng; Han, Shunli; Zhang, Kuo; Zhang, Ludan; Sun, Yulin; Yu, Jiayue; Ming, Dong; The Temporal Dynamics of EEG Microstate Reveals the Neuromodulation Effect of Acupuncture With Deqi, Frontiers in Neuroscience (FIN), 2021, 15(October)：1-18.

[12] Zhou, Yu; Si, Xiaopeng (共一;共通); Chao, Yi-Ping; Chen, Yuanyuan; Lin, Ching-Po; Li, Sicheng; Zhang, Xingjian; Sun, Yulin; Ming, Dong; Li, Qiang; Automated Classification of Mild Cognitive Impairment by Machine Learning With Hippocampus-Related White Matter Network, Frontiers in Aging Neuroscience (FIAN), 2022, 14(June)：1-14.

② Authorized patents:

[1] Acquisition and decoding method of brain speech activity signal based on functional near-infrared, 2022-12-9, China, ZL201911285589.3

[2] Speech state Detection method based on EEG microstate features and neural network model, 2022-08-30, China, ZL202010007821.3.

[3] A non-invasive EEG signal analysis system for decompressivecraniocerebral surgery, 2022-4-15, China, ZL201911244571.9

[4] Epilepsy detection system based on white matter fusion feature map and residual attention network, 2022-03-29, China, ZL202010518773.4.

[5]A head-mounted warning device for epilepsy patients, 2022-03-15, China, ZL201911061518.5.

[6] An auxiliary detection system for epilepsy based on white matter connectivity map and parallel convolutional neural network, 2023-04-07, China, ZL202010333585.4.

[7] An intelligent detection system for Deqi of traditional Chinese medicine acupuncture based on functional near-infrared brain network, 2023-04-11, China, ZL202010520614.8.

[8] A Chinese speech decoding care system based on transfer learning; 2023-08-31, China, ZL201911022826.7

Honors & Awards:

2023.08 Second prize of Youth Paper Competition of BCI brain-controlled Robot Competition of World Robot Competition

2022.08 World Robot Competition Finals: The first prize of BCI brain-controlled Robot Competition Affective brain-computer interface Finals

2022.08 Second prize of BCI brain-controlled Robot Competition in the final of the World Robot Competition

2022.03 "The Construction and Reform Practice of neural Engineering Teaching System for the Training of" New Engineering "talents" won the first prize of Tianjin University Teaching Achievement Award

2022.03 "Research and Practice of intelligent Medicine Frontier Courses for" New Engineering "won the second prize of Teaching Achievement Award of Tianjin University

2022.02 Tianjin Brain Science Center Top Ten Scientific and Technological Advances in 2021

2021.04 Famous teachers of ideological and political education in Tianjin

June 2020 The First prize of Excellent Online course for graduate students of Tianjin University

2011.11 Third prize of Youth Paper Competition of China Biomedical Engineering Association Academic Annual Meeting

Chinese website:

https://mctu.tju.edu.cn/info/1221/2772.htm

http://amt.tju.edu.cn/portal/teachers/getperson/id/42/sId/3/bId/2.html