EEG Decoding for Datasets with Heterogenous Electrode Configurations using Transfer Learning Graph Neural Networks

20 June 2023

Papers citing "EEG Decoding for Datasets with Heterogenous Electrode Configurations using Transfer Learning Graph Neural Networks"

26 / 26 papers shown

Title
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 68 73 0 08 Dec 2021
EEG-GNN: Graph Neural Networks for Classification of Electroencephalogram (EEG) Signals Andac Demir T. Koike-Akino Ye Wang M. Haruna Deniz Erdogmus 67 70 0 16 Jun 2021
Self-Supervised Graph Neural Networks for Improved Electroencephalographic Seizure Analysis Siyi Tang Jared A. Dunnmon Khaled Kamal Saab Xuan Zhang Qianying Huang Florian Dubost D. Rubin Christopher Lee-Messer 78 102 0 16 Apr 2021
Inter-subject Deep Transfer Learning for Motor Imagery EEG Decoding Xia Wei Pablo Ortega Aldo A. Faisal 36 24 0 09 Mar 2021
HemCNN: Deep Learning enables decoding of fNIRS cortical signals in hand grip motor tasks Pablo Ortega Aldo A. Faisal 45 7 0 09 Mar 2021
EEG-Inception: An Accurate and Robust End-to-End Neural Network for EEG-based Motor Imagery Classification Ce Zhang Young-Keun Kim A. Eskandarian 64 144 0 24 Jan 2021
Learning from Multiple Datasets with Heterogeneous and Partial Labels for Universal Lesion Detection in CT K. Yan Jinzheng Cai Youjing Zheng Adam P. Harrison D. Jin Youbao Tang Yuxing Tang Lingyun Huang Jing Xiao Le Lu 102 87 0 05 Sep 2020
Disentangled Adversarial Autoencoder for Subject-Invariant Physiological Feature Extraction Mo Han Ozan Özdenizci Ye Wang T. Koike-Akino Deniz Erdogmus AAML DRL 106 20 0 26 Aug 2020
On the Bottleneck of Graph Neural Networks and its Practical Implications Uri Alon Eran Yahav GNN 98 694 0 09 Jun 2020
Maximum Density Divergence for Domain Adaptation Jingjing Li Erpeng Chen Ding Zhengming Zhu Lei Ke Lu Jikang Cheng OOD 71 284 0 27 Apr 2020
Federated Transfer Learning for EEG Signal Classification Ce Ju Dashan Gao R. Mane Ben Tan Yang Liu Cuntai Guan FedML 52 107 0 26 Apr 2020
Transfer Learning for EEG-Based Brain-Computer Interfaces: A Review of Progress Made Since 2016 Dongrui Wu Yifan Xu Baoliang Lu OOD 51 263 0 13 Apr 2020
HHHFL: Hierarchical Heterogeneous Horizontal Federated Learning for Electroencephalography Dashan Gao Ce Ju Xiguang Wei Yang Liu Tianjian Chen Qiang Yang FedML 116 92 0 11 Sep 2019
EEG-Based Emotion Recognition Using Regularized Graph Neural Networks Peixiang Zhong Di Wang Chunyan Miao 82 528 0 18 Jul 2019
Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets Yifan Peng Shankai Yan Zhiyong Lu LM&MA AI4MH 81 846 0 13 Jun 2019
Understanding Attention and Generalization in Graph Neural Networks Boris Knyazev Graham W. Taylor Mohamed R. Amer GNN 169 342 0 08 May 2019
Self-Attention Graph Pooling Junhyun Lee Inyeop Lee Jaewoo Kang GNN 186 1,128 0 17 Apr 2019
A Comprehensive Survey on Graph Neural Networks Zonghan Wu Shirui Pan Fengwen Chen Guodong Long Chengqi Zhang Philip S. Yu FaML GNN AI4TS AI4CE 788 8,579 0 03 Jan 2019
Session-based Recommendation with Graph Neural Networks Shu Wu Yuyuan Tang Yanqiao Zhu Liang Wang Xing Xie Tieniu Tan GNN 74 1,562 0 01 Nov 2018
Compact Convolutional Neural Networks for Multi-Class, Personalised, Closed-Loop EEG-BCI Pablo Ortega Cédric Colas A. Faisal 38 9 0 31 Jul 2018
Cascade and Parallel Convolutional Recurrent Neural Networks on EEG-based Intention Recognition for Brain Computer Interface Dalin Zhang Lina Yao Xiang Zhang Sen Wang Weitong Chen R. Boots 40 175 0 22 Aug 2017
Deep learning with convolutional neural networks for EEG decoding and visualization Robin Tibor Schirrmeister Jost Tobias Springenberg Lukas Dominique Josef Fiederer Martin Glasstetter Katharina Eggensperger Michael Tangermann Frank Hutter Wolfram Burgard Tonio Ball 75 1,924 0 15 Mar 2017
EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces Vernon J. Lawhern Amelia J. Solon Nicholas R. Waytowich Stephen M. Gordon C. Hung Brent Lance OOD 112 2,900 0 23 Nov 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 665 29,156 0 09 Sep 2016
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 341 18,651 0 06 Feb 2015
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.7K 39,615 0 01 Sep 2014