Convolutional Neural Networks with A Topographic Representation Module
for EEG-Based Brain-Computer Interfaces

Convolutional Neural Networks with A Topographic Representation Module for EEG-Based Brain-Computer Interfaces

23 August 2022

Papers citing "Convolutional Neural Networks with A Topographic Representation Module for EEG-Based Brain-Computer Interfaces"

8 / 8 papers shown

Title
EEG-TCNet: An Accurate Temporal Convolutional Network for Embedded Motor-Imagery Brain-Machine Interfaces T. Ingolfsson Michael Hersche Xiaying Wang Nobuaki Kobayashi Lukas Cavigelli Luca Benini 61 193 0 31 May 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 48 159 0 11 Feb 2020
Universal Adversarial Perturbations for CNN Classifiers in EEG-Based BCIs Zihan Liu Lubin Meng Xiao Zhang Weili Fang Dongrui Wu AAML 41 39 0 03 Dec 2019
Deep learning-based electroencephalography analysis: a systematic review Yannick Roy Hubert J. Banville Isabela Albuquerque Alexandre Gramfort T. Falk J. Faubert 91 949 0 16 Jan 2019
Compact Convolutional Neural Networks for Classification of Asynchronous Steady-state Visual Evoked Potentials Nicholas R. Waytowich Vernon J. Lawhern J. Garcia J. Cummings J. Faller P. Sajda J. Vettel 34 185 0 12 Mar 2018
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 68 1,924 0 15 Mar 2017
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.9K 193,426 0 10 Dec 2015
Learning Representations from EEG with Deep Recurrent-Convolutional Neural Networks P. Bashivan Irina Rish M. Yeasin Noel Codella 58 664 0 19 Nov 2015