A novel channel reduction concept to enhance the classification of motor imagery tasks in brain-computer interface systems

Open Access

Peer-reviewed

Research Article

About the Authors

Taslima Khanam

Roles Conceptualization, Formal analysis, Investigation, Methodology, Writing – original draft, Writing – review & editing

Affiliation Institute for Sustainable Industries and Liveable Cities, Victoria University, Melbourne, Australia

Siuly Siuly

Roles Supervision, Writing – review & editing

Affiliation Institute for Sustainable Industries and Liveable Cities, Victoria University, Melbourne, Australia

Kabir Ahmad

Roles Methodology, Writing – review & editing

Affiliation Barwon Health, Geelong, Australia

Hua Wang

Roles Supervision, Writing – review & editing

Affiliation Institute for Sustainable Industries and Liveable Cities, Victoria University, Melbourne, Australia

The authors have declared that no competing interests exist.

Electroencephalography
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Covariance
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Man-computer interface
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Deep learning
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Neural networks
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Recurrent neural networks
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Neurons
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Signal processing
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