Publications

Yuanyuan Yao, Wout De Swaef, Simon Geirnaert, Alexander Bertrand (2024). EEG-based Decoding of Selective Visual Attention in Superimposed Videos. In arXiv.

Simon Geirnaert, Yuanyuan Yao, Tom Francart, Alexander Bertrand (2024). Stimulus-Informed Generalized Canonical Correlation Analysis for Group Analysis of Neural Responses to Natural Stimuli. In JBHI.

Yuanyuan Yao, Axel Stebner, Tinne Tuytelaars, Simon Geirnaert, Alexander Bertrand (2024). Identifying Temporal Correlations Between Natural Single-shot Videos and EEG Signals. In JNE.

Cite Code Dataset DOI

Wei Yan Peh, Prasanth Thangavel, Yuanyuan Yao, John Thomas, Yee-Leng Tan, Justin Dauwels (2022). Six-center Assessment of CNN-Transformer with Belief Matching Loss for Patient-independent Seizure Detection in EEG. In IJNS.

Wei Yan Peh, Yuanyuan Yao, Justin Dauwels (2022). Transformer Convolutional Neural Networks for Automated Artifact Detection in Scalp EEG. In EMBC.