Sparse representation of brain signals offers effective computation of cortico-muscular coupling value to predict the task-related and non-task sEMG channels: A joint hdEEG-sEMG study

• Ahmadreza Keihani,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft

  Affiliations Department of Medical Physics and Biomedical Engineering, School of Medicine, Tehran University of Medical Sciences, Tehran, I.R. Iran, Research Center for Biomedical Technologies and Robotics (RCBTR), Tehran University of Medical Sciences, Tehran, I.R. Iran

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• Amin Mohammad Mohammadi,

  Roles Data curation, Formal analysis, Software, Visualization

  Affiliations Research Center for Biomedical Technologies and Robotics (RCBTR), Tehran University of Medical Sciences, Tehran, I.R. Iran, Department of Electrical and Computer Engineering, University of Tehran, Tehran, I.R. Iran

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• Hengameh Marzbani,

  Roles Data curation, Formal analysis, Investigation

  Affiliation Department of Biomedical Engineering, Amirkabir University of Technology (Tehran Polytechnic), Tehran, I.R. Iran

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• Shahriar Nafissi,

  Roles Conceptualization, Investigation, Methodology, Resources, Supervision, Validation

  Affiliation Department of Neurology, Neuromuscular Research Center, Shariati Hospital, Tehran University of Medical Sciences, Tehran, I.R. Iran

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• Mohsen Reza Haidari ,

  Roles Conceptualization, Investigation, Supervision, Validation, Visualization, Writing – review & editing

  * E-mail: h_jafari@tums.ac.ir (AHJ); drmohsinraza2012@yahoo.com (MRH)

  Affiliation Section of Neuroscience, Department of Neurology, Faculty of Medicine, Baqiyatallah University of Medical Sciences, Tehran, I.R. Iran

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• Amir Homayoun Jafari

  Roles Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Supervision, Validation, Visualization, Writing – review & editing

  * E-mail: h_jafari@tums.ac.ir (AHJ); drmohsinraza2012@yahoo.com (MRH)

  Affiliations Department of Medical Physics and Biomedical Engineering, School of Medicine, Tehran University of Medical Sciences, Tehran, I.R. Iran, Research Center for Biomedical Technologies and Robotics (RCBTR), Tehran University of Medical Sciences, Tehran, I.R. Iran

  https://orcid.org/0000-0002-1759-2079

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