Deep EEG Super-Resolution: Upsampling EEG Spatial Resolution with Generative Adversarial Networks

12 February 2025

Papers citing "Deep EEG Super-Resolution: Upsampling EEG Spatial Resolution with Generative Adversarial Networks"

11 / 11 papers shown

Title
ESTformer: Transformer Utilizing Spatiotemporal Dependencies for Electroencaphalogram Super-resolution Dongdong Li Zhongliang Zeng Zhe Wang Hai Yang 23 1 0 03 Dec 2023
Spatial Graph Signal Interpolation with an Application for Merging BCI Datasets with Various Dimensionalities Yassine El Ouahidi Lucas Drumetz G. Lioi Nicolas Farrugia Bastien Pasdeloup Vincent Gripon 13 5 0 28 Oct 2022
GANSER: A Self-supervised Data Augmentation Framework for EEG-based Emotion Recognition Zhi Zhang S. Zhong Y. Liu 21 61 0 07 Sep 2021
Robust learning from corrupted EEG with dynamic spatial filtering Hubert J. Banville Sean U. N. Wood Chris Aimone D. Engemann Alexandre Gramfort 20 30 0 27 May 2021
On the use of generative deep neural networks to synthesize artificial multichannel EEG signals Ozan Özdenizci Deniz Erdogmus 14 5 0 16 Feb 2021
Common Spatial Generative Adversarial Networks based EEG Data Augmentation for Cross-Subject Brain-Computer Interface Yonghao Song Lie Yang Xueyu Jia Longhan Xie 11 17 0 08 Feb 2021
EEG Channel Interpolation Using Deep Encoder-decoder Netwoks Sari Saba-Sadiya Tuka Alhanai Taosheng Liu M. Ghassemi 14 13 0 21 Sep 2020
EEG-based Brain-Computer Interfaces (BCIs): A Survey of Recent Studies on Signal Sensing Technologies and Computational Intelligence Approaches and their Applications Xiaotong Gu Zehong Cao A. Jolfaei Peng Xu Dongrui Wu T. Jung Chin-Teng Lin 26 230 0 28 Jan 2020
Synthetic Epileptic Brain Activities Using Generative Adversarial Networks Damian Pascual A. Aminifar David Atienza Alonso P. Ryvlin Roger Wattenhofer GAN 14 11 0 22 Jul 2019
Deep learning-based electroencephalography analysis: a systematic review Yannick Roy Hubert J. Banville Isabela Albuquerque Alexandre Gramfort T. Falk J. Faubert 15 932 0 16 Jan 2019
EEG-GAN: Generative adversarial networks for electroencephalograhic (EEG) brain signals K. Hartmann R. Schirrmeister T. Ball GAN AI4TS 22 229 0 05 Jun 2018