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同专业博导
同专业硕导
李阳
( 教授 )
赞
的个人主页 http://shi.buaa.edu.cn/liyang/zh_CN/index.htm
教授 博士生导师 硕士生导师
教师英文名称:
liyang
教师拼音名称:
liyang
电子邮箱:
5a67b0d15cb9ccfea854d7b1677e6e3aa0c94cc979bb6fb14f5de19fd5b4a2936605be359331a55bb691e62c5cda7c441dd436fea9dd5e2bfa964758476c1314a4c9385d77419d610b31e602ca8dab1c087d1bd658808eae7c9b1c6f0277df8e37264fca862ea219578aee2895291d55898c15205c345f1146627425515a72af
所在单位:
自动化科学与电气工程学院
学历:
博士研究生
办公地点:
新主楼IRC405
性别:
男
联系方式:
liyang@buaa.edu.cn
学位:
博士
在职信息:
在职
毕业院校:
英国谢菲尔德大学
学科:
控制科学与工程
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代表论文
[21]
.Yang Li, Wei-Gang Cui, Yu-Zhu Guo, Tingwen Huang, Xiao-Feng Yang and Hua-Liang Wei. “Time-Varying System Identification Using an Ultra-Orthogonal Forward Regression and Multiwavelet Basis Functions With Applications to EEG.”IEEE Transactions on Neural Networks and Learning Systems, vol. 29, no. 7, pp. 2960-2972, 2018. (SCI, 影响因子:10.4, JCR: Q1)
[22]
.Yang Li, Jingyu Liu, Xinqiang Gao, Biao Jie, Minjeong Kim, Pew-Thian Yap, Chong-Yaw Wee, Dinggang Shen. "Multimodal hyper-connectivity of functional networks using functionally-weighted LASSO for MCI classification." Medical Image Analysis, vol. 52, pp. 80-96, 2019. (SCI, 影响因子:10.9, JCR: Q1)
[23]
.Jie Luo, Weigang Cui, Jingyu Liu, Yang Li*, Yuzhu Guo, Song Xu, and Lina Wang, "Visual Image Decoding of Brain Activities using a Dual Attention Hierarchical Latent Generative Network with Multiscale Feature Fusion", IEEE Transactions on Cognitive and Developmental Systems, vol. 15, no. 2, pp. 761-773, 2023 (SCI, 影响因子:5), [Code: https://github.com/ljbuaa/HLDAGN].[期刊]
[24]
.Yang Li, Xian-Rui Zhang, Bin Zhang, Meng-Ying Lei, Wei-Gang Cui, and Yu-Zhu Guo. "A Channel-Projection Mixed-Scale Convolutional Neural Network for Motor Imagery EEG Decoding." IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 27, no. 6, pp. 1170-1180, 2019. (SCI, 影响因子:4.9, JCR: Q1)
[25]
.Yang Li, Jinbo Zhang, Weigang Cui, Heng Yuan and Hualiang Wei. "A Multiple Beta Wavelet-based Locally Regularized Ultra-Orthogonal Forward Regression Algorithm for Time-Varying System Identification with applications to EEGs." IEEE Transactions on Instrumentation and Measurement, vol. 69, no. 3, pp. 2960-2972, 2020. (SCI, 影响因子:5.6, JCR: Q1)
[26]
.Yang Li, Mengying Lei, Weigang Cui, Yuzhu Guo and Hualiang Wei. "A Parametric Time Frequency-Conditional Granger Causality Method Using Ultra-regularized Orthogonal Least Squares and Multiwavelets for Dynamic Connectivity Analysis in EEGs." IEEE Transactions on Biomedical Engineering,vol. 66,no. 12, pp. 3509-3525, 2019. (SCI, 影响因子:4.6, JCR: Q1)
[27]
.Huifang Huang, Qian Liu, Yiqiao Jiang, Qingyu Yang, Xiaofeng Zhu, and Yang Li*. "Deep Spatio-Temporal Attention-based Recurrent Network from Dynamic Adaptive Functional Connectivity for MCI Identification", IEEE Transactions on Neural Systems & Rehabilitation Engineering, vol. 30, pp: 2600-2612, 2022. (SCI, 影响因子:4.9, JCR: Q1)
[28]
.Yang Li, Yu Liu, Weigang Cui, Yuzhu Guo, Hui Huang, and Zongyi Hu. "Epileptic Seizure Detection in EEG Signals Using a Unified Temporal-Spectral Squeeze-and-Excitation Network." IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 28, no. 4, pp. 782-794, 2020. (SCI, 影响因子:4.9, JCR: Q1), [Code: https://github.com/YangLibuaa/CE-stSENet].[期刊]
[29]
.Yang Li, Lianghui Guo, Yu Liu, Jingyu Liu and Fangang Meng, "A Temporal-Spectral-based Squeeze-and-Excitation Feature Fusion Network for Motor Imagery EEG Decoding", IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 29, pp. 1534-1545, 2021. (SCI, 影响因子:4.9, JCR: Q1), [Code: https://github.com/LianghuiGuo/TS-SEFFNet]
[30]
.Yang Li, Hua-Liang Wei and Stephen A. Billings. "Identification of time-varying systems using multi- wavelet basis functions." IEEE Transactions on Control Systems Technology, vol. 19, pp. 656-663, 2011. (SCI, 影响因子:4.8, JCR: Q1)
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