Concepedia

EEG classification of driver mental states by deep learning

Hong Zeng, Yang Chen, Guojun Dai, Feiwei Qin, Jianhai Zhang, Wanzeng Kong

Cognitive Neurodynamics · 2018 · 207 citations · 47 references

Concepts

ComputingComputer ScienceNeuroscienceBehavioral NeuroscienceComputational NeuroscienceMachine LearningDeep LearningElectroencephalographyEmotion RecognitionNeural NetworksPattern RecognitionRepresentation LearningDeep Learning For Eeg AnalysisDeep Learning For ElectroencephalogramEeg Feature ExtractionElectroencephalogram ClassificationElectroencephalography Feature ExtractionMental State ClassificationScalp Electroencephalography Classification

References

47

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

Computing, Computer Science, Algorithms +16

Chih-Chung Chang, Chih‐Jen Lin · ACM Transactions on Intelligent Systems and Technology · 2011 · 41.3K citations

Computing, Computer Science, Machine Learning +12

Deep learning with convolutional neural networks for EEG decoding and visualization

Robin Tibor Schirrmeister, Jost Tobias Springenberg, Lukas D. J. Fiederer et al. · Human Brain Mapping · 2017 · 3.5K citations · Full text

Computing, Computer Science, Neuroscience +17

Removing electroencephalographic artifacts by blind source separation

Tzyy‐Ping Jung, Scott Makeig, Colin Humphries et al. · Psychophysiology · 2000 · 3.2K citations

Engineering, Neuroscience, Electrophysiology +15

Convolutional Neural Networks for Speech Recognition

Ossama Abdel‐Hamid, Abdelrahman Mohamed, Hui Jiang et al. · IEEE/ACM Transactions on Audio Speech and Language Processing · 2014 · 2.3K citations

Computing, Computer Science, Computer Vision +10