• 256 Citations
20092021

Research output per year

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Research Output

Article

A Biologically Inspired Approach to Frequency Domain Feature Extraction for EEG Classification

Gursel Ozmen, N., Gumusel, L. & Yang, Y., Jan 1 2018, In : Computational and Mathematical Methods in Medicine. 2018, 9890132.

Research output: Contribution to journalArticle

7 Scopus citations

A General Approach for Quantifying Nonlinear Connectivity in the Nervous System Based on Phase Coupling

Yang, Y., Solis-Escalante, T., Yao, J., Daffertshofer, A., Schouten, A. C. & Van Der Helm, F. C. T., Feb 1 2016, In : International journal of neural systems. 26, 1, 1550031.

Research output: Contribution to journalArticle

25 Scopus citations

A Generalized Coherence Framework for Detecting and Characterizing Nonlinear Interactions in the Nervous System

Yang, Y., Solis-Escalante, T., van, D. H. FCT. & Schouten, AC., Jun 27 2016, In : IEEE Trans Biomed Eng. 63, 12, p. 2629-2637 9 p.

Research output: Contribution to journalArticle

9 Scopus citations

A Method for Suppressing Electrical Stimulation Artifacts from Electromyography

Li, Y., Chen, J. & Yang, Y., Aug 1 2019, In : International journal of neural systems. 29, 6, 1850054.

Research output: Contribution to journalArticle

2 Scopus citations
2 Scopus citations

Comparison of multi-tensor diffusion models' performance for white matter integrity estimation in chronic stroke

on behalf of the 4D EEG Consortium, Apr 23 2018, In : Frontiers in Neuroscience. 12, APR, 247.

Research output: Contribution to journalArticle

1 Scopus citations

Dynamic causal modeling of the cortical responses to wrist perturbations

Yang, Y., Guliyev, B. & Schouten, A. C., Sep 13 2017, In : Frontiers in Neuroscience. 11, SEP, 518.

Research output: Contribution to journalArticle

3 Scopus citations

Dynamic functional brain connectivity for face perception

Yang, Y., Qiu, Y. & Schouten, A. C., Dec 8 2015, In : Frontiers in Human Neuroscience. 9, DEC, 662.

Research output: Contribution to journalArticle

5 Scopus citations

Dynamic Information Flow Based on EEG and Diffusion MRI in Stroke: A Proof-of-Principle Study

Filatova, O. G., Yang, Y., Dewald, J. P. A., Tian, R., Maceira-Elvira, P., Takeda, Y., Kwakkel, G., Yamashita, O. & van der Helm, F. C. T., Oct 1 2018, In : Frontiers in Neural Circuits. 12, 79.

Research output: Contribution to journalArticle

3 Scopus citations

Early event-related potential components in face perception reflect the sequential neural activities.

Yang, Y., Gu, G., Guo, H. & Qiu, Y. H., Apr 25 2011, In : Sheng li xue bao : [Acta physiologica Sinica]. 63, 2, p. 97-105 9 p.

Research output: Contribution to journalArticle

5 Scopus citations

Entropy-Based Surface Electromyogram Feature Extraction for Knee Osteoarthritis Classification

Chen, X., Chen, J., Liang, J., Li, Y., Courtney, C. A. & Yang, Y., Jan 1 2019, In : IEEE Access. 7, p. 164144-164151 8 p., 8888169.

Research output: Contribution to journalArticle

Open Access

Identifying mild-moderate Parkinson's disease using whole-brain functional connectivity

Tang, Y., Liu, B., Yang, Y., Wang, C. M., Meng, L., Tang, B. S. & Guo, J. F., Dec 2018, In : Clinical Neurophysiology. 129, 12, p. 2507-2516 10 p.

Research output: Contribution to journalArticle

1 Scopus citations

Intelligent Prediction of Human Lower Extremity Joint Moment: An Artificial Neural Network Approach

Xiong, B., Zeng, N., Li, H., Yang, Y., Li, Y., Huang, M., Shi, W., Du, M. & Zhang, Y., Jan 1 2019, In : IEEE Access. 7, p. 29973-29980 8 p., 8648489.

Research output: Contribution to journalArticle

Open Access
3 Scopus citations

Iterative multi-level image segmentation based on fuzzy set theory

Zhao, Y. Q., Yang, Y. & Wang, K., Oct 1 2009, In : Guangdianzi Jiguang/Journal of Optoelectronics Laser. 20, 10, p. 1403-1409 7 p.

Research output: Contribution to journalArticle

3 Scopus citations

Nonlinear Connectivity in the Human Stretch Reflex Assessed by Cross-Frequency Phase Coupling

Yang, Y., Solis-Escalante, T., Yao, J., Van Der Helm, F. C. T., Dewald, J. P. A. & Schouten, A. C., Dec 1 2016, In : International journal of neural systems. 26, 8, 1650043.

Research output: Contribution to journalArticle

12 Scopus citations

Nonlinear coupling between cortical oscillations and muscle activity during isotonic wrist flexion

Yang, Y., Solis-Escalante, T., van de Ruit, M., van der Helm, F. C. T. & Schouten, A. C., Dec 6 2016, In : Frontiers in Computational Neuroscience. 10, DEC, 126.

Research output: Contribution to journalArticle

15 Scopus citations

Object recognition under distorted prosthetic vision

Guo, H., Wang, Y., Yang, Y., Tong, S., Zhu, Y. & Qiu, Y., Oct 1 2010, In : Artificial Organs. 34, 10, p. 846-856 11 p.

Research output: Contribution to journalArticle

8 Scopus citations

Phosphene Object Perception Employs Holistic Processing During Early Visual Processing Stage

Guo, H., Yang, Y., Gu, G., Zhu, Y. & Qiu, Y., Apr 1 2013, In : Artificial organs. 37, 4, p. 401-408 8 p.

Research output: Contribution to journalArticle

3 Scopus citations

Predicting object size from hand kinematics: A temporal perspective

Ansuini, C., Cavallo, A., Koul, A., Jacono, M., Yang, Y. & Becchio, C., Mar 17 2015, In : PloS one. 10, 3, e0120432.

Research output: Contribution to journalArticle

25 Scopus citations

Probing the nonlinearity in neural systems using cross-frequency coherence framework

Yang, Y., Schouten, AC., Solis-Escalante, T. & van, D. H. FCT., Jan 1 2015, In : IFAC-PapersOnLine. 48, 28, p. 1386-1390 5 p.

Research output: Contribution to journalArticle

3 Scopus citations

Subject-Specific Channel Selection Using Time Information for Motor Imagery Brain –Computer Interfaces

Yang, Y., Bloch, I., Chevallier, S. & Wiart, J., Jan 13 2016, In : Cognitive Computation. 8, 3, p. 505-518 14 p.

Research output: Contribution to journalArticle

22 Scopus citations

Subject-specific time-frequency selection for multi-class motor imagery-based BCIs using few Laplacian EEG channels

Yang, Y., Chevallier, S., Wiart, J. & Bloch, I., Sep 1 2017, In : Biomedical Signal Processing and Control. 38, p. 302-311 10 p.

Research output: Contribution to journalArticle

21 Scopus citations
18 Scopus citations
10 Scopus citations
Chapter

Data Ranking and Clustering via Normalized Graph Cut Based on Asymmetric Affinity

Kyrgyzov, O., Bloch, I., Yang, Y., Wiart, J. & Souloumiac, A., 2013, Lecture Notes in Computer Science. Petrosino, A. (ed.). Naples, Italy: Springer, p. 562-571

Research output: Chapter in Book/Report/Conference proceedingChapter

3 Scopus citations

Subject-specific channel selection for classification of motor imagery electroencephalographic data

Yang, Y., Kyrgyzov, O., Wiart, J. & Bloch, I., 2013, Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on. Ward, R. & Deng Li (eds.). Vancouver, BC, Canada: IEEE, p. 1277-1280

Research output: Chapter in Book/Report/Conference proceedingChapter

19 Scopus citations
Conference contribution

Automatic selection of the number of spatial filters for motor-imagery BCI

Yang, Y., Chevallier, S., Wiart, J. & Bloch, I., Jan 1 2012, ESANN 2012 proceedings, 20th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. i6doc.com publication, p. 109-114 6 p. (ESANN 2012 proceedings, 20th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

15 Scopus citations

Neurophysiology study of early visual processing of face and non-face recognition under simulated prosthetic vision

Yang, Y., Guo, H., Tong, S., Zhu, Y. & Qiu, Y., Jan 1 2009, Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009. IEEE Computer Society, p. 3952-3955 4 p. 5333672. (Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

The phase analysis of ongoing EEG oscillations under face/object perception

Gu, G., Yang, Y., Zhu, Y. & Qiu, Y., Dec 1 2010, Proceedings - 2010 3rd International Conference on Biomedical Engineering and Informatics, BMEI 2010. p. 1063-1066 4 p. 5640542. (Proceedings - 2010 3rd International Conference on Biomedical Engineering and Informatics, BMEI 2010; vol. 3).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Time-frequency selection in two bipolar channels for improving the classification of motor imagery EEG

Yang, Y., Chevallier, S., Wiart, J. & Bloch, I., Dec 14 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2012. p. 2744-2747 4 p. 6346532. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Editorial

Advances in Neural Engineering for Rehabilitation

Hu, X., Zhao, T., Yao, J., Kuang, Y. & Yang, Y., Jan 1 2017, In : Behavioural Neurology. 2017, 9240921.

Research output: Contribution to journalEditorial

1 Scopus citations
Review article

Unveiling neural coupling within the sensorimotor system: directionality and nonlinearity

Yang, Y., Dewald, J. P. A., van der Helm, F. C. T. & Schouten, A. C., Oct 2018, In : European Journal of Neuroscience. 48, 7, p. 2407-2415 9 p.

Research output: Contribution to journalReview article

9 Scopus citations