EEG-Based Emotion Recognition Using Regularized Graph Neural Networks

18 July 2019

Papers citing "EEG-Based Emotion Recognition Using Regularized Graph Neural Networks"

29 / 79 papers shown

Title
Exploiting Social Graph Networks for Emotion Prediction Maryam Khalid Akane Sano 14 4 0 12 Jul 2022
Beyond Real-world Benchmark Datasets: An Empirical Study of Node Classification with GNNs Seiji Maekawa Koki Noda Yuya Sasaki Makoto Onizuka 15 20 0 18 Jun 2022
Factorization Approach for Sparse Spatio-Temporal Brain-Computer Interface Byeong-Hoo Lee Jeong-Hyun Cho Byoung-Hee Kwon Seong-Whan Lee 41 1 0 17 Jun 2022
GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition Yang Li Ji Chen Fu Li Boxun Fu Hao Wu Youshuo Ji Yijing Zhou Yi Niu Guangming Shi Wenming Zheng SSL 17 89 0 12 Apr 2022
Spatio-Temporal Analysis of Transformer based Architecture for Attention Estimation from EEG V. Delvigne H. Wannous Jean-Philippe Vandeborre L. Ris Thierry Dutoit 11 5 0 04 Apr 2022
Graph Neural Networks in IoT: A Survey Guimin Dong Mingyue Tang Zhiyuan Wang Jiechao Gao Sikun Guo Lihua Cai Robert Gutierrez Brad Campbell Laura E. Barnes M. Boukhechba GNN AI4CE 17 95 0 29 Mar 2022
Deep reinforcement learning guided graph neural networks for brain network analysis Xusheng Zhao Jia Wu Hao Peng Amin Beheshti Jessica J. M. Monaghan ... Mark Dras Qiong Dai Yangyang Li Philip S. Yu Lifang He GNN 11 44 0 18 Mar 2022
EEG based Emotion Recognition: A Tutorial and Review Xiang Li Yazhou Zhang Prayag Tiwari D. Song Bin Hu Meihong Yang Zhigang Zhao Neeraj Kumar Pekka Marttinen 15 243 0 16 Mar 2022
Topological EEG Nonlinear Dynamics Analysis for Emotion Recognition Yan Yan Xuan Wu Chengdong Li Yini He Zhicheng Zhang Huihui Li Ang Li Lei Wang 23 14 0 14 Mar 2022
DAGAM: A Domain Adversarial Graph Attention Model for Subject Independent EEG-Based Emotion Recognition Tao Xu Wang Dang Jiabao Wang Yun Zhou 14 31 0 27 Feb 2022
PR-PL: A Novel Transfer Learning Framework with Prototypical Representation based Pairwise Learning for EEG-Based Emotion Recognition Rushuang Zhou Zhiguo Zhang Hong Fu Li Zhang Linling Li G. Huang Yining Dong Fali Li Xinhong Yang Zhen Liang 14 7 0 14 Feb 2022
PARSE: Pairwise Alignment of Representations in Semi-Supervised EEG Learning for Emotion Recognition Guangyi Zhang Vandad Davoodnia Ali Etemad 12 41 0 11 Feb 2022
Where Is My Mind (looking at)? Predicting Visual Attention from Brain Activity V. Delvigne Noé Tits L. L. Fisca Nathan Hubens Antoine Maiorca H. Wannous Thierry Dutoit Jean-Philippe Vandeborre 9 0 0 11 Jan 2022
A Saliency based Feature Fusion Model for EEG Emotion Estimation V. Delvigne Antoine Facchini H. Wannous Thierry Dutoit L. Ris Jean-Philippe Vandeborre 7 9 0 11 Jan 2022
Progressive Graph Convolution Network for EEG Emotion Recognition Yijing Zhou Fu Li Yang Li Youshuo Ji Guangming Shi Wenming Zheng Lijian Zhang Yuanfang Chen Rui Cheng 14 35 0 14 Dec 2021
Toward Open-World Electroencephalogram Decoding Via Deep Learning: A Comprehensive Survey Xun Chen Chang Li Aiping Liu Martin J. McKeown Ruobing Qian Z. J. Wang 11 70 0 08 Dec 2021
Positional-Spectral-Temporal Attention in 3D Convolutional Neural Networks for EEG Emotion Recognition Jiyao Liu Yanxin Zhao Hao Wu D. Jiang 3DPC 6 18 0 13 Oct 2021
Contrastive Learning of Subject-Invariant EEG Representations for Cross-Subject Emotion Recognition Xinke Shen Xianggen Liu Xin Hu Dan Zhang Sen Song 15 138 0 20 Sep 2021
GANSER: A Self-supervised Data Augmentation Framework for EEG-based Emotion Recognition Zhi Zhang S. Zhong Y. Liu 13 61 0 07 Sep 2021
Deep Recurrent Semi-Supervised EEG Representation Learning for Emotion Recognition Guangyi Zhang Ali Etemad SSL 14 17 0 28 Jul 2021
A Survey on Graph-Based Deep Learning for Computational Histopathology David Ahmedt-Aristizabal M. Armin Simon Denman Clinton Fookes L. Petersson GNN AI4CE 11 105 0 01 Jul 2021
Graph-Based Deep Learning for Medical Diagnosis and Analysis: Past, Present and Future David Ahmedt-Aristizabal M. Armin Simon Denman Clinton Fookes L. Petersson 11 177 0 27 May 2021
Adaptive Filters in Graph Convolutional Neural Networks Andrea Apicella Francesco Isgrò A. Pollastro R. Prevete GNN 11 16 0 21 May 2021
LGGNet: Learning from Local-Global-Graph Representations for Brain-Computer Interface Yi Ding Neethu Robinson Chengxuan Tong Qiuhao Zeng Cuntai Guan 11 75 0 05 May 2021
Distilling EEG Representations via Capsules for Affective Computing Guangyi Zhang Ali Etemad 11 16 0 30 Apr 2021
Dynamic Graph Modeling of Simultaneous EEG and Eye-tracking Data for Reading Task Identification Puneet Mathur Trisha Mittal Dinesh Manocha 8 12 0 21 Feb 2021
4D Attention-based Neural Network for EEG Emotion Recognition Guowen Xiao Mengwen Ye Bowen Xu Zhimin Chen Quansheng Ren 13 96 0 14 Jan 2021
Spatio-Temporal EEG Representation Learning on Riemannian Manifold and Euclidean Space Guangyi Zhang Ali Etemad 20 17 0 19 Aug 2020
EEG-based Emotional Video Classification via Learning Connectivity Structure Soobeom Jang Seong-Eun Moon Jong-Seok Lee 16 14 0 28 May 2019