Підписатись
Yuan Yang
Yuan Yang
Associate Professor in Bioengineering, University of Illinois Urbana-Champaign
Підтверджена електронна адреса в illinois.edu - Домашня сторінка
Назва
Посилання
Посилання
Рік
Brain differences between men and women: Evidence from deep learning
J Xin, Y Zhang, Y Tang, Y Yang
Frontiers in neuroscience 13, 185, 2019
1542019
Unveiling neural coupling within the sensorimotor system: directionality and nonlinearity
Y Yang, JPA Dewald, FCT van der Helm, AC Schouten
European journal of neuroscience 48 (7), 2407-2415, 2018
842018
Subject-specific time-frequency selection for multi-class motor imagery-based BCIs using few Laplacian EEG channels
Y Yang, S Chevallier, J Wiart, I Bloch
Biomedical signal processing and control 38, 302-311, 2017
812017
Predicting Object Size from Hand Kinematics: A Temporal Perspective
C Ansuini, A Cavallo, A Koul, M Jacono, Y Yang, C Becchio
PLOS ONE 10 (3), e0120432, 2015
672015
Nonlinear coupling between cortical oscillations and muscle activity during isotonic wrist flexion
Y Yang, T Solis-Escalante, M Van de Ruit, FCT Van der Helm, ...
Frontiers in computational neuroscience 10, 126, 2016
632016
Intelligent prediction of human lower extremity joint moment: an artificial neural network approach
B Xiong, N Zeng, H Li, Y Yang, Y Li, M Huang, W Shi, M Du, Y Zhang
Ieee Access 7, 29973-29980, 2019
622019
Nonlinear system identification of neural systems from neurophysiological signals
F He, Y Yang
Neuroscience 458, 213-228, 2021
612021
A General Approach for Quantifying Nonlinear Connectivity in the Nervous System Based on Phase Coupling
Y Yang, T Solis-Escalante, J Yao, A Daffertshofer, AC Schouten, ...
International Journal of Neural Systems 26 (1), 1550031, 2016
602016
Subject-Specific Channel Selection Using Time Information for Motor Imagery Brain–Computer Interfaces
Y Yang, I Bloch, S Chevallier, J Wiart
Cognitive Computation 8 (3), 505-518, 2016
512016
Subject-specific channel selection for classification of motor imagery electroencephalographic data
Y Yang, O Kyrgyzov, J Wiart, I Bloch
2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013
472013
A biologically inspired approach to frequency domain feature extraction for EEG classification
N Gursel Ozmen, L Gumusel, Y Yang
Computational and mathematical methods in medicine 2018 (1), 9890132, 2018
462018
A generalized coherence framework for detecting and characterizing nonlinear interactions in the nervous system
Y Yang, T Solis-Escalante, FCT Van Der Helm, AC Schouten
IEEE transactions on biomedical engineering 63 (12), 2629-2637, 2016
392016
Time-frequency optimization for discrimination between imagination of right and left hand movements based on two bipolar electroencephalography channels
Y Yang, S Chevallier, J Wiart, I Bloch
EURASIP Journal on Advances in Signal Processing 2014, 1-18, 2014
392014
Nonlinear connectivity in the human stretch reflex assessed by cross-frequency phase coupling
Y Yang, T Solis-Escalante, J Yao, FCT Van Der Helm, JPA Dewald, ...
International journal of neural systems 26 (08), 1650043, 2016
352016
Sex differences in brain functional connectivity of hippocampus in mild cognitive impairment
J Williamson, A Yabluchanskiy, P Mukli, DH Wu, W Sonntag, C Ciro, ...
Frontiers in aging neuroscience 14, 959394, 2022
322022
A method for suppressing electrical stimulation artifacts from electromyography
Y Li, J Chen, Y Yang
International journal of neural systems 29 (06), 1850054, 2019
322019
Adaptive stimulation profiles modulation for foot drop correction using functional electrical stimulation: A proof of concept study
Y Li, X Yang, Y Zhou, J Chen, M Du, Y Yang
IEEE Journal of Biomedical and Health Informatics 25 (1), 59-68, 2020
262020
Genetic variants of ADAM17 are implicated in the pathological process of Kawasaki disease and secondary coronary artery lesions via the TGF-β/SMAD3 signaling …
Q Peng, Y Deng, X Yang, X Leng, Y Yang, H Liu
European journal of pediatrics 175, 705-713, 2016
262016
Nonlinear modeling of cortical responses to mechanical wrist perturbations using the NARMAX method
Y Gu, Y Yang, JPA Dewald, FCT Van der Helm, AC Schouten, HL Wei
IEEE Transactions on Biomedical Engineering 68 (3), 948-958, 2020
252020
A novel approach for modeling neural responses to joint perturbations using the NARMAX method and a hierarchical neural network
R Tian, Y Yang, FCT Van der Helm, JPA Dewald
Frontiers in computational neuroscience 12, 96, 2018
242018
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