Concepedia

Multi-source EEG emotion recognition via dynamic contrastive domain adaptation

Yun Xiao, Yimeng Zhang, Xiaopeng Peng, Shuzheng Han, Xia Zheng, Dingyi Fang, Xiao Jiang Chen

Biomedical Signal Processing and Control · 2024 · 19 citations · 44 references

Concepts

EngineeringBiomedical EngineeringNeuroscienceComputational NeuroscienceNeural EngineeringNeurophysiologyAffective ComputingElectroencephalogram AnalysisElectroencephalogram Signal ProcessingElectroencephalographyEmotion ProcessingEmotion RecognitionAdversarial Domain AdaptationAffective Brain-computer InterfacesAutomatic Emotion RecognitionDomain AdaptationEmotion Prediction

References

44

Visualizing Data using t-SNE

Laurens van der Maaten, Geoffrey E. Hinton · Journal of Machine Learning Research · 2008 · 35.7K citations

Computing, Data Science, Visualization +13

A Survey on Transfer Learning

Sinno Jialin Pan, Qiang Yang · IEEE Transactions on Knowledge and Data Engineering · 2009 · 23.2K citations

Computing, Computer Science, Data Mining +12

A theory of learning from different domains

Shai Ben-David, John Blitzer, Koby Crammer et al. · Machine Learning · 2009 · 3.5K citations · Full text

Computing, Computer Science, Machine Learning +7

Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks

Wei‐Long Zheng, Bao‐Liang Lu · IEEE Transactions on Autonomous Mental Development · 2015 · 2.4K citations

Computing, Computer Science, Neuroscience +17

Deep Domain Confusion: Maximizing for Domain Invariance

Eric Tzeng, Judy Hoffman, Ning Zhang et al. · arXiv (Cornell University) · 2014 · 2.4K citations · Full text

Computing, Computer Science, Computer Vision +12