EmT: A Novel Transformer for Generalized Cross-subject EEG Emotion Recognition

EmT: A Novel Transformer for Generalized Cross-subject EEG Emotion Recognition

26 June 2024

Yi Ding

Kevin Lim Jun Liang

Papers citing "EmT: A Novel Transformer for Generalized Cross-subject EEG Emotion Recognition"

13 / 13 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 45 0 0 02 Apr 2025
EEG-based Multimodal Representation Learning for Emotion Recognition Kang Yin Hye-Bin Shin Dan Li Seong-Whan Lee 31 3 0 29 Oct 2024
DuA: Dual Attentive Transformer in Long-Term Continuous EEG Emotion Analysis Yue Pan Qile Liu Qing Liu Li Zhang Gan Huang Xin Chen Fali Li Peng Xu Zhen Liang 62 1 0 30 Jul 2024
MetaFormer Is Actually What You Need for Vision Weihao Yu Mi Luo Pan Zhou Chenyang Si Yichen Zhou Xinchao Wang Jiashi Feng Shuicheng Yan 109 893 0 22 Nov 2021
Contrastive Learning of Subject-Invariant EEG Representations for Cross-Subject Emotion Recognition Xinke Shen Xianggen Liu Xin Hu Dan Zhang Sen Song 33 149 0 20 Sep 2021
TSception: Capturing Temporal Dynamics and Spatial Asymmetry from EEG for Emotion Recognition Yi Ding Neethu Robinson Su Zhang Qiuhao Zeng Cuntai Guan 22 162 0 07 Apr 2021
EEG-Based Emotion Recognition Using Regularized Graph Neural Networks Peixiang Zhong Di Wang Chunyan Miao 57 519 0 18 Jul 2019
Deeper Insights into Graph Convolutional Networks for Semi-Supervised Learning Qimai Li Zhichao Han Xiao-Ming Wu GNN SSL 138 2,796 0 22 Jan 2018
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 230 19,902 0 30 Oct 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 256 129,831 0 12 Jun 2017
CayleyNets: Graph Convolutional Neural Networks with Complex Rational Spectral Filters Ron Levie Federico Monti Xavier Bresson M. Bronstein GNN 79 658 0 22 May 2017
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 339 28,795 0 09 Sep 2016
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering M. Defferrard Xavier Bresson P. Vandergheynst GNN 189 7,622 0 30 Jun 2016