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

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

5 June 2018

R. Schirrmeister

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

15 / 15 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 46 4 0 20 Jul 2024
Redes Generativas Adversarias (GAN) Fundamentos Teóricos y Aplicaciones J. D. L. Torre GAN 21 1 0 18 Feb 2023
A Framework for Preserving Privacy and Cybersecurity in Brain-Computer Interfacing Applications Maryna Kapitonova P. Kellmeyer S. Vogt T. Ball 16 8 0 19 Sep 2022
Multichannel Synthetic Preictal EEG Signals to Enhance the Prediction of Epileptic Seizures Yankun Xu Jie Yang Mohamad Sawan 24 25 0 29 Apr 2022
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 25 29,969 0 01 Mar 2022
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 24 49 0 29 May 2021
A Spectral Enabled GAN for Time Series Data Generation Kaleb E. Smith Anthony O. Smith GAN 26 12 0 02 Mar 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
Conditional GAN for timeseries generation Kaleb E. Smith Anthony O. Smith AI4TS 6 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 28 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 26 817 0 20 Jan 2020
Synthesis of Realistic ECG using Generative Adversarial Networks Anne Marie Delaney Eoin Brophy T. Ward 24 79 0 19 Sep 2019
Generative Adversarial Networks in Computer Vision: A Survey and Taxonomy Zhengwei Wang Qi She T. Ward MedIm EGVM 27 90 0 04 Jun 2019
Quick and Easy Time Series Generation with Established Image-based GANs Eoin Brophy Zhengwei Wang T. Ward AI4TS 14 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