ViT2EEG: Leveraging Hybrid Pretrained Vision Transformers for EEG Data

1 August 2023

Papers citing "ViT2EEG: Leveraging Hybrid Pretrained Vision Transformers for EEG Data"

15 / 15 papers shown

Title
Decoding Covert Speech from EEG Using a Functional Areas Spatio-Temporal Transformer Muyun Jiang Y. Ding Wei Zhang Kok Ann Colin Teo LaiGuan Fong ... Parasuraman Padmanabhan Victoria Leong Jia Lu Balazs Gulyas Cuntai Guan 26 0 0 02 Apr 2025
Enhancing Eye-Tracking Performance through Multi-Task Learning Transformer Weigeng Li Neng Zhou Xiaodong Qu 49 15 0 11 Aug 2024
Enhancing Representation Learning of EEG Data with Masked Autoencoders Yifei Zhou Sitong Liu 46 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 40 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 45 0 0 21 Feb 2024
Transformer in Transformer Kai Han An Xiao Enhua Wu Jianyuan Guo Chunjing Xu Yunhe Wang ViT 319 1,525 0 27 Feb 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 316 3,633 0 24 Feb 2021
4D Attention-based Neural Network for EEG Emotion Recognition Guowen Xiao Mengwen Ye Bowen Xu Zhimin Chen Quansheng Ren 49 96 0 14 Jan 2021
Transformers in Vision: A Survey Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir Fahad Shahbaz Khan M. Shah ViT 227 2,434 0 04 Jan 2021
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 102 1,073 0 11 Sep 2019
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 950 20,599 0 17 Apr 2017
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 230 14,376 0 07 Oct 2016