Deep learning for electroencephalogram (EEG) classification tasks: A review

Medicine & Life Sciences

• Deep Learning 100%
• Electroencephalography 61%
• Machine Learning 13%
• Neurosciences 12%
• Datasets 9%
• Systematic Reviews 8%
• Brain-Computer Interfaces 8%
• Computer Neural Networks 7%
• Workload 6%
• Evoked Potentials 5%
• Neuroimaging 5%
• PubMed 4%
• Emotions 4%
• Sleep 4%
• Seizures 4%
• Databases 3%
• Brain 2%

Engineering & Materials Science

• Electroencephalography 69%
• Deep learning 64%
• Machine learning 8%
• Neuroimaging 7%
• Brain computer interface 6%
• Sleep 6%
• Recurrent neural networks 6%
• Multilayer neural networks 6%
• Bayesian networks 6%
• Convolutional neural networks 5%
• Brain 4%
• Availability 4%
• Classifiers 4%
• Neural networks 3%