Electroencephalogram Functional Connectivity Analysis and Classification of Mental Arithmetic Working Memory Task
Harshini Gangapuram,
Vidya Manian
Abstract:Analyzing brain activity during mental arithmetic tasks provides insight into psychological disorders such as ADHD, dyscalculia, and autism. While most research is conducted on the static functional connectivity of the brain while performing a cognitive task, the dynamic changes of the brain, which provide meaningful information for diagnosing individual differences in cognitive tasks, are often ignored. This paper aims to classify electroencephalogram (EEG) signals for rest vs. mental arithmetic task performa… Show more
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