• 175 Citations
20092019
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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

Keywords

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

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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

Electromyography
Tailings
Feedback control
Signal processing
Derivatives
2 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