• 188 Citations
20092019
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Research Output 2009 2019

2019
1 Citation (Scopus)

A Method for Suppressing Electrical Stimulation Artifacts from Electromyography

Li, Y., Chen, J. & Yang, Y., Jan 1 2019, (Accepted/In press) In : International journal of neural systems.

Research output: Contribution to journalArticle

Electromyography
Tailings
Feedback control
Signal processing
Derivatives
2018
3 Citations (Scopus)

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

Imagination
Electroencephalography
Feature Extraction
Frequency Domain
Feature extraction
Joints
Nervous System
Forensic Anthropology
Wrist Joint
Neural Pathways
1 Citation (Scopus)

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

Stroke
Pyramidal Tracts
Upper Extremity
Diffusion Magnetic Resonance Imaging
Atlases

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

Diffusion Magnetic Resonance Imaging
Electroencephalography
Stroke
Brain
Neuroimaging

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 1 2018, In : Clinical Neurophysiology. 129, 12, p. 2507-2516 10 p.

Research output: Contribution to journalArticle

Parkinson Disease
Brain
Multivariate Analysis
Magnetic Resonance Imaging
6 Citations (Scopus)

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 1 2018, In : European Journal of Neuroscience. 48, 7, p. 2407-2415 9 p.

Research output: Contribution to journalReview article

Central Nervous System
2017
1 Citation (Scopus)

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

Rehabilitation
2 Citations (Scopus)

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

Wrist Joint
Architectural Accessibility
Wrist
Muscles
Motor Cortex

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. 311 1 p.

Research output: Contribution to journalArticle

13 Citations (Scopus)

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

Imagery (Psychotherapy)
Electroencephalography
Artifacts
Frequency bands
Discriminant Analysis
2016
21 Citations (Scopus)

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

Neurology
Time delay
Intermodulation
Electroencephalography
Brain
7 Citations (Scopus)

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 Citations (Scopus)

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

Muscle
Brain
Time delay
Synchronization
Control nonlinearities
9 Citations (Scopus)

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

Motor Cortex
Wrist
Parietal Lobe
Muscles
Efferent Pathways
17 Citations (Scopus)

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

2015
4 Citations (Scopus)

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

Brain
Electroencephalography Phase Synchronization
Facial Recognition
Electroencephalography
20 Citations (Scopus)

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

kinematics
Biomechanical Phenomena
Kinematics
hands
Hand
2 Citations (Scopus)

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

2014
14 Citations (Scopus)
2013
2 Citations (Scopus)

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 Citations (Scopus)

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

Phosphenes
Processing
Prosthetics
Visual Prosthesis
Aptitude
14 Citations (Scopus)

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

2012
14 Citations (Scopus)

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.

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

Testing

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

Imagery (Psychotherapy)
Electroencephalography
Feature extraction
7 Citations (Scopus)
Imagery (Psychotherapy)
Electroencephalography
Feature extraction
2011
5 Citations (Scopus)

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

Yang, Y., Gu, G., Guo, H. & Qiu, Y. H., Jan 1 2011, In : Sheng li xue bao : [Acta physiologica Sinica]. 63, 2, p. 97-105 9 p.

Research output: Contribution to journalArticle

Evoked Potentials
Electroencephalography
Temporal Lobe
Scalp
Brain
2010
8 Citations (Scopus)

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

Phosphenes
Object recognition
Prosthetics
Regression analysis
Visual Prosthesis
2 Citations (Scopus)

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. Vol. 3. p. 1063-1066 4 p. 5640542

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

Electroencephalography
Synchronization
Evoked Potentials
Brain
Modulation
2009
2 Citations (Scopus)

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

Fuzzy set theory
Image segmentation
Pixels
Costs
1 Citation (Scopus)

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

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

Phosphenes
Neurophysiology
Prosthetics
Processing
Behavioral research