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Brain Computer Interface (BCI) has been applied to augment impaired human cognitive function by converting mental signals into control signals. This paper presents a neural classifier optimized using Backtracking Search optimization Algorithm (BSANN) to classify three mental tasks consisting of right or left hand movement imagination and generation of word. BSA is an Evolutionary Algorithm (EA) which...
Brain computer interface (BCI) system is based on non-invasive electroencephalographic signals. It is an augmented communication channel for disabled persons which translates neural activity from the brain into control signals. In this paper, a novel group based Swarm evolution algorithm (GSEA) driven neural classifier has been proposed to classify mental tasks. These mental tasks consists of left...
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