CNNs can classify cognitive tasks from single EEG channels with peak accuracies of 100%, 91.55%, and 73.45% on specific channels across three datasets using cross-training strategies.
Assessing focus through ear-eeg: a comparative study between conventional cap eeg and mobile in-and around-the-ear eeg systems,
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How Does a Single EEG Channel Tell Us About Brain States in Brain-Computer Interfaces ?
CNNs can classify cognitive tasks from single EEG channels with peak accuracies of 100%, 91.55%, and 73.45% on specific channels across three datasets using cross-training strategies.