EEG-GAN: Generative adversarial networks for electroencephalograhic (EEG) brain signals

5 June 2018

Papers citing "EEG-GAN: Generative adversarial networks for electroencephalograhic (EEG) brain signals"

20 / 20 papers shown

Title
A Tale of Single-channel Electroencephalogram: Devices, Datasets, Signal Processing, Applications, and Future Directions Yueyang Li Weiming Zeng Wenhao Dong Di Han Lei Chen ... Hongjie Yan W. Siok Nizhuan Wang Wai Ting Siok Nizhuan Wang 56 4 0 20 Jul 2024
Redes Generativas Adversarias (GAN) Fundamentos Teóricos y Aplicaciones J. D. L. Torre GAN 26 1 0 18 Feb 2023
Target-centered Subject Transfer Framework for EEG Data Augmentation Kang Yin Byeong-Hoo Lee Byoung-Hee Kwon Jeong-Hyun Cho 19 5 0 24 Nov 2022
A Framework for Preserving Privacy and Cybersecurity in Brain-Computer Interfacing Applications Maryna Kapitonova P. Kellmeyer S. Vogt T. Ball 21 8 0 19 Sep 2022
Impact of dataset size and long-term ECoG-based BCI usage on deep learning decoders performance Maciej Śliwowski Matthieu Martin Antoine Souloumiac P. Blanchart T. Aksenova 29 6 0 08 Sep 2022
EEG2Vec: Learning Affective EEG Representations via Variational Autoencoders David Bethge Philipp Hallgarten T. Große-Puppendahl Mohamed Kari L. Chuang Ozan Özdenizci Albrecht Schmidt DRL 27 27 0 16 Jul 2022
Multichannel Synthetic Preictal EEG Signals to Enhance the Prediction of Epileptic Seizures Yankun Xu Jie Yang Mohamad Sawan 24 26 0 29 Apr 2022
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 25 29,981 0 01 Mar 2022
Generative adversarial networks in time series: A survey and taxonomy Eoin Brophy Zhengwei Wang Qi She Tomas E. Ward EGVM AI4TS 17 57 0 23 Jul 2021
An overview of deep learning techniques for epileptic seizures detection and prediction based on neuroimaging modalities: Methods, challenges, and future works A. Shoeibi Parisa Moridian Marjane Khodatars Navid Ghassemi M. Jafari ... Juan M Gorriz Javier Ramírez Abbas Khosravi S. Nahavandi U. Acharya 26 49 0 29 May 2021
A Spectral Enabled GAN for Time Series Data Generation Kaleb E. Smith Anthony O. Smith GAN 30 12 0 02 Mar 2021
On the use of generative deep neural networks to synthesize artificial multichannel EEG signals Ozan Özdenizci Deniz Erdogmus 16 5 0 16 Feb 2021
Conditional GAN for timeseries generation Kaleb E. Smith Anthony O. Smith AI4TS 16 77 0 30 Jun 2020
Synthetic Observational Health Data with GANs: from slow adoption to a boom in medical research and ultimately digital twins? Jeremy Georges-Filteau Elisa Cirillo SyDa AI4CE 36 17 0 27 May 2020
A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications Jie Gui Zhenan Sun Yonggang Wen Dacheng Tao Jieping Ye EGVM 28 818 0 20 Jan 2020
Modeling EEG data distribution with a Wasserstein Generative Adversarial Network to predict RSVP Events Sharaj Panwar P. Rad T. Jung Yufei Huang GAN 37 50 0 11 Nov 2019
Synthesis of Realistic ECG using Generative Adversarial Networks Anne Marie Delaney Eoin Brophy T. Ward 32 79 0 19 Sep 2019
Generative Adversarial Networks in Computer Vision: A Survey and Taxonomy Zhengwei Wang Qi She T. Ward MedIm EGVM 29 90 0 04 Jun 2019
Quick and Easy Time Series Generation with Established Image-based GANs Eoin Brophy Zhengwei Wang T. Ward AI4TS 18 39 0 14 Feb 2019
Transfer Learning in Brain-Computer Interfaces with Adversarial Variational Autoencoders Ozan Özdenizci Ye Wang T. Koike-Akino Deniz Erdogmus OOD DRL 18 59 0 17 Dec 2018