A custom lightweight CNN for EEG BCIs shows improved classification performance under gradient-based adversarial attacks compared to EEGNet, DeepConvNet, and SleepEEGNet across two datasets.
Learning patterns in imaginary vowels for an intelligent brain computer interface (bci) design,
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Making Brain-Computer Interfaces More Secure
A custom lightweight CNN for EEG BCIs shows improved classification performance under gradient-based adversarial attacks compared to EEGNet, DeepConvNet, and SleepEEGNet across two datasets.