February 2022
Intermediate to advanced
392 pages
13h 2m
English
Content preview from Artificial Intelligence-Based Brain-Computer Interface
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11: A novel metaheuristic optimization method for robust spatial filter designation and classification of speech imagery tasks in EEG Brain-Computer Interface
Mohammad Hassan Moradi Department of Biomedical Engineering, Amirkabir University of Technology, Tehran, Iran
Abstract
Speech imagery has recently been introduced as an independent mental strategy in brain-computer interface (BCI). In these systems, the statistical distribution of the data could differ across subjects as well as across sessions for an individual subject. The issue of feature selection for a long time has been addressed in order to enhance the discriminability in features in EEG signal processing as well as the reduction in complexity with all its aspects. ...
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