Deep learning with convolutional neural networks for decoding and
visualization of EEG pathology

Deep learning with convolutional neural networks for decoding and visualization of EEG pathology

26 August 2017

R. Schirrmeister

Lukas A. W. Gemein

Katharina Eggensperger

Papers citing "Deep learning with convolutional neural networks for decoding and visualization of EEG pathology"

11 / 11 papers shown

Title
AADNet: Exploring EEG Spatiotemporal Information for Fast and Accurate Orientation and Timbre Detection of Auditory Attention Based on A Cue-Masked Paradigm Keren Shi Xu Liu Xue Yuan Haijie Shang Ruiting Dai Hanbin Wang Yunfa Fu N. Jiang Jiayuan He 31 1 0 08 Jan 2025
MP-SeizNet: A Multi-Path CNN Bi-LSTM Network for Seizure-Type Classification Using EEG H. Albaqami Ghulam Mubashar Hassan A. Datta 35 24 0 09 Nov 2022
Automatic detection of abnormal EEG signals using wavelet feature extraction and gradient boosting decision tree H. Albaqami Ghulam Mubashar Hassan A. Subasi A. Datta 18 68 0 18 Dec 2020
Review of Machine Learning Algorithms for Brain Stroke Diagnosis and Prognosis by EEG Analysis M. Hosseini Cecilia Hemingway Jerard Madamba A. Mckee Natalie Ploof Jennifer Schuman Elliot Voss 14 6 0 06 Aug 2020
Machine-Learning-Based Diagnostics of EEG Pathology Lukas A. W. Gemein R. Schirrmeister P. Chrabaszcz Daniel Wilson Joschka Boedecker A. Schulze-Bonhage Frank Hutter T. Ball 22 153 0 11 Feb 2020
Adversarial Representation Learning for Robust Patient-Independent Epileptic Seizure Detection Xiang Zhang Lina Yao Manqing Dong Zhe Liu Yu Zhang Yong Li OOD AAML 27 85 0 18 Sep 2019
Adversarial Variational Embedding for Robust Semi-supervised Learning Xiang Zhang Lina Yao Feng Yuan DRL GAN 30 42 0 07 May 2019
A trans-disciplinary review of deep learning research for water resources scientists Chaopeng Shen AI4CE 33 682 0 06 Dec 2017
The signature of robot action success in EEG signals of a human observer: Decoding and visualization using deep convolutional neural networks Joos Behncke R. Schirrmeister Wolfram Burgard T. Ball 16 34 0 16 Nov 2017
Methods for Interpreting and Understanding Deep Neural Networks G. Montavon Wojciech Samek K. Müller FaML 234 2,238 0 24 Jun 2017
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 271 5,327 0 05 Nov 2016