Enhancing performance of subject-specific models via subject-independent information for SSVEP-based BCIs

Mohammad Hadi Mehdizavareh; Sobhan Hemati; Hamid Soltanian-Zadeh

doi:10.1371/journal.pone.0226048

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Open Access

Peer-reviewed

Research Article

Enhancing performance of subject-specific models via subject-independent information for SSVEP-based BCIs

Mohammad Hadi Mehdizavareh,

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

Affiliation CIPCE, School of Electrical and Computer Engineering, College of Engineering, University of Tehran, Tehran, Iran

http://orcid.org/0000-0002-2308-8485

⨯
Sobhan Hemati,

Roles Conceptualization, Formal analysis, Validation, Writing – original draft

Affiliation CIPCE, School of Electrical and Computer Engineering, College of Engineering, University of Tehran, Tehran, Iran
⨯
Hamid Soltanian-Zadeh

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

* E-mail: hszadeh@ut.ac.ir, hsoltan1@hfhs.org

Affiliations CIPCE, School of Electrical and Computer Engineering, College of Engineering, University of Tehran, Tehran, Iran, Medical Image Analysis Laboratory, Departments of Radiology and Research Administration, Henry Ford Health System, Detroit, MI, United States of America

http://orcid.org/0000-0002-7302-6856

⨯

Enhancing performance of subject-specific models via subject-independent information for SSVEP-based BCIs

Mohammad Hadi Mehdizavareh,
Sobhan Hemati,
Hamid Soltanian-Zadeh

Published: January 14, 2020
https://doi.org/10.1371/journal.pone.0226048

About the Authors

Mohammad Hadi Mehdizavareh

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

Affiliation CIPCE, School of Electrical and Computer Engineering, College of Engineering, University of Tehran, Tehran, Iran

http://orcid.org/0000-0002-2308-8485

Sobhan Hemati

Roles Conceptualization, Formal analysis, Validation, Writing – original draft

Affiliation CIPCE, School of Electrical and Computer Engineering, College of Engineering, University of Tehran, Tehran, Iran

Hamid Soltanian-Zadeh

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

* E-mail: hszadeh@ut.ac.ir, hsoltan1@hfhs.org

Affiliations CIPCE, School of Electrical and Computer Engineering, College of Engineering, University of Tehran, Tehran, Iran, Medical Image Analysis Laboratory, Departments of Radiology and Research Administration, Henry Ford Health System, Detroit, MI, United States of America

http://orcid.org/0000-0002-7302-6856

Competing Interests

The authors have declared that no competing interests exist.

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Signal filtering
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Electroencephalography
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Man-computer interface
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Algorithms
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Bandpass filters
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Electrode potentials
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