EEG-ConvTransformer for single-trial EEG-based visual stimulus classification

Analyzing and Controlling Inter-Head Diversity in Multi-Head Attention

(2021) Hyeongu Yun et al.   Applied Sciences-Basel

Attention-Based Parallel Multiscale Convolutional Neural Network for Visual Evoked Potentials EEG Classification

(2021) Zhongke Gao et al.   IEEE Journal of Biomedical and Health Informatics

A Residual Based Attention Model for EEG Based Sleep Staging

(2020) Wei Qu et al.   IEEE Journal of Biomedical and Health Informatics

An Attention-based Bi-LSTM Method for Visual Object Classification via EEG

(2020) Xiao Zheng et al.   Biomedical Signal Processing and Control

Deep learning-based electroencephalography analysis: a systematic review

(2019) Yannick Roy et al.   Journal of Neural Engineering

Robustness of functional connectivity metrics for EEG-based personal identification over task-induced intra-class and inter-class variations

(2019) Matteo Fraschini et al.   PATTERN RECOGNITION LETTERS

Ensemble deep learning for automated visual classification using EEG signals

(2019) Xiao Zheng et al.   PATTERN RECOGNITION

EEGNet: a compact convolutional neural network for EEG-based brain--computer interfaces

(2018) Vernon Lawhern et al.   Journal of Neural Engineering

Deep learning with convolutional neural networks for EEG decoding and visualization

(2017) Robin Tibor Schirrmeister et al.   HUMAN BRAIN MAPPING

A Representational Similarity Analysis of the Dynamics of Object Processing Using Single-Trial EEG Classification

(2015) Blair Kaneshiro et al.   PLoS One

The neurophysiological bases of EEG and EEG measurement: A review for the rest of us

(2014) Alice F. Jackson et al.   PSYCHOPHYSIOLOGY

Brain computer interface control via functional connectivity dynamics

(2011) Ian Daly et al.   PATTERN RECOGNITION

Decoding stimulus-related information from single-trial EEG responses based on voltage topographies

(2011) Athina Tzovara et al.   PATTERN RECOGNITION