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Deenbandhu Chhotu Ram University of Science and Technology Researchers Have Published New Study Findings on Information Technology Management (Brain Computer Interface using Genetic Algorithm with modified Genome and Phenotype Structures).
- Source :
- Medical Imaging Week; 11/13/2023, p424-424, 1p
- Publication Year :
- 2023
-
Abstract
- Researchers from Deenbandhu Chhotu Ram University of Science and Technology in India have published a new study on information technology management. The study focuses on the development of a brain-computer interface using a genetic algorithm with modified genome and phenotype structures. The researchers propose a novel scheme that combines genetic algorithms, support vector machines, and wavelet packet transform for motor imagery classification and optimal channel selection. The scheme outperforms existing methods in terms of classification accuracy and number of channels. This research contributes to the advancement of human-machine interface technology. [Extracted from the article]
Details
- Language :
- English
- ISSN :
- 15529355
- Database :
- Complementary Index
- Journal :
- Medical Imaging Week
- Publication Type :
- Periodical
- Accession number :
- 173531228