• 188 Citations
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Personal profile

Research Interests

My research focuses on neural signal (EEG, EMG) analysis and multi-modal neuroimaging to reveal neural connectivity in the nervous system. Assessing the connectivity between neuronal populations can reveal how brain adapts and reorganizes after stroke and during the recovery, so as to evaluate brain functions and predict the recovery.

Education/Academic qualification

PhD, Telecom ParisTech

… → 2013


  • Brain Injury
  • Brain and Nervous System
  • Clinical Neurophysiology
  • Computational Neuroscience
  • EEG
  • EMG
  • Movement Control
  • Nervous System Diseases

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Grants 2019 2019

Efferent Pathways
Therapeutic Uses
Synaptic Transmission

Research Output 2009 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

Feedback control
Signal processing
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

Feature Extraction
Frequency Domain
Feature extraction
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

Pyramidal Tracts
Upper Extremity
Diffusion Magnetic Resonance Imaging

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