EEGEyeNet: a Simultaneous Electroencephalography and Eye-tracking Dataset and Benchmark for Eye Movement Prediction

6 November 2021

Roger Wattenhofer

Papers citing "EEGEyeNet: a Simultaneous Electroencephalography and Eye-tracking Dataset and Benchmark for Eye Movement Prediction"

22 / 22 papers shown

Title
EEG-EyeTrack: A Benchmark for Time Series and Functional Data Analysis with Open Challenges and Baselines Tiago Vasconcelos Afonso Florian Heinrichs FedML 28 0 0 02 Apr 2025
Consumer-grade EEG-based Eye Tracking Tiago Vasconcelos Afonso Florian Heinrichs 48 2 0 18 Mar 2025
Enhancing Eye-Tracking Performance through Multi-Task Learning Transformer Weigeng Li Neng Zhou Xiaodong Qu 41 15 0 11 Aug 2024
Enhancing Representation Learning of EEG Data with Masked Autoencoders Yifei Zhou Sitong Liu 39 0 0 09 Aug 2024
Advancing EEG-Based Gaze Prediction Using Depthwise Separable Convolution and Enhanced Pre-Processing Matthew L. Key Tural Mehtiyev Xiaodong Qu MDE 34 13 0 06 Aug 2024
Effect of Kernel Size on CNN-Vision-Transformer-Based Gaze Prediction Using Electroencephalography Data Chuhui Qiu Bugao Liang Matthew L. Key 36 0 0 06 Aug 2024
EEGMobile: Enhancing Speed and Accuracy in EEG-Based Gaze Prediction with Advanced Mobile Architectures Teng Liang Andrews Damoah 45 0 0 06 Aug 2024
Fusing Pretrained ViTs with TCNet for Enhanced EEG Regression Eric Modesitt Haicheng Yin Williams Huang Wang Brian Lu 31 2 0 02 Apr 2024
MSTAR: Multi-Scale Backbone Architecture Search for Timeseries Classification Tue Cao N.H. Tran Hieu H. Pham Hung T. Nguyen Le P. Nguyen 37 0 0 21 Feb 2024
IncepSE: Leveraging InceptionTime's performance with Squeeze and Excitation mechanism in ECG analysis Tue Cao Nhat Tran Le Nguyen Hieu Pham Hung Nguyen 26 1 0 16 Nov 2023
An Interpretable and Attention-based Method for Gaze Estimation Using Electroencephalography Nina Weng M. Płomecka Manuel Kaufmann Ard Kastrati Roger Wattenhofer N. Langer 16 1 0 09 Aug 2023
ViT2EEG: Leveraging Hybrid Pretrained Vision Transformers for EEG Data Ruiqi Yang Eric Modesitt ViT 23 12 0 01 Aug 2023
Trends in Machine Learning and Electroencephalogram (EEG): A Review for Undergraduate Researchers Nathaniel Murungi Michael Vinh Pham Xu-feng Dai Xiaodong Qu 18 14 0 06 Jul 2023
Two Heads are Better than One: A Bio-inspired Method for Improving Classification on EEG-ET Data Eric Modesitt Ruiqi Yang Qi Liu 16 3 0 25 Mar 2023
One step closer to EEG based eye tracking Wolfgang Fuhl Susanne Zabel Theresa Harbig Julia Astrid Moldt Teresa Festl Wietek A. Herrmann-Werner K. Nieselt 16 6 0 03 Mar 2023
Electrode Clustering and Bandpass Analysis of EEG Data for Gaze Estimation Ard Kastrati M. Płomecka Joel Kuchler N. Langer Roger Wattenhofer 21 5 0 19 Feb 2023
Too Fine or Too Coarse? The Goldilocks Composition of Data Complexity for Robust Left-Right Eye-Tracking Classifiers Brian Xiang Abdelrahman Abdelmonsef 16 1 0 24 Aug 2022
Vector-Based Data Improves Left-Right Eye-Tracking Classifier Performance After a Covariate Distributional Shift Brian Xiang Abdelrahman Abdelmonsef OOD 22 4 0 31 Jul 2022
Time Majority Voting, a PC-based EEG Classifier for Non-expert Users Guangyao Dou Zheng Zhou Xiaodong Qu 21 17 0 26 Jul 2022
A Deep Learning Approach for the Segmentation of Electroencephalography Data in Eye Tracking Applications L. Wolf Ard Kastrati M. Płomecka J. Li Dustin Klebe Alexander Veicht Roger Wattenhofer N. Langer 17 10 0 17 Jun 2022
InceptionTime: Finding AlexNet for Time Series Classification Hassan Ismail Fawaz Benjamin Lucas Germain Forestier Charlotte Pelletier Daniel F. Schmidt J. Weber Geoffrey I. Webb L. Idoumghar Pierre-Alain Muller Franccois Petitjean AI4TS 87 1,072 0 11 Sep 2019
ICLabel: An automated electroencephalographic independent component classifier, dataset, and website L. Pion-Tonachini Ken Kreutz-Delgado S. Makeig 31 1,271 0 22 Jan 2019