Spatio-Temporal EEG Representation Learning on Riemannian Manifold and Euclidean Space

19 August 2020

Papers citing "Spatio-Temporal EEG Representation Learning on Riemannian Manifold and Euclidean Space"

10 / 10 papers shown

Title
Motor-Imagery-Based Brain Computer Interface using Signal Derivation and Aggregation Functions Javier Fumanal-Idocin Yu-Kai Wang Chin-Teng Lin Javier Fernández J. Sanz H. Bustince 36 39 0 18 Jan 2021
Multi-Scale Neural network for EEG Representation Learning in BCI Wonjun Ko Eunjin Jeon Seungwoo Jeong Heung-Il Suk 41 81 0 02 Mar 2020
Capsule Attention for Multimodal EEG-EOG Representation Learning with Application to Driver Vigilance Estimation Guangyi Zhang Ali Etemad 26 45 0 17 Dec 2019
Classification of Hand Movements from EEG using a Deep Attention-based LSTM Network Guangyi Zhang Vandad Davoodnia Alireza Sepas-Moghaddam Yaoxue Zhang Ali Etemad 46 130 0 06 Aug 2019
EEG-Based Emotion Recognition Using Regularized Graph Neural Networks Peixiang Zhong Di Wang Chunyan Miao 77 526 0 18 Jul 2019
Manifold-regression to predict from MEG/EEG brain signals without source modeling D. Sabbagh Pierre Ablin Gaël Varoquaux Alexandre Gramfort Denis A. Engemann 46 59 0 04 Jun 2019
UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction Leland McInnes John Healy James Melville 160 9,432 0 09 Feb 2018
Dynamic Routing Between Capsules S. Sabour Nicholas Frosst Geoffrey E. Hinton 174 4,596 0 26 Oct 2017
A Multimodal Approach to Estimating Vigilance Using EEG and Forehead EOG Wei-Long Zheng Bao-Liang Lu 32 287 0 25 Nov 2016
EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces Vernon J. Lawhern Amelia J. Solon Nicholas R. Waytowich Stephen M. Gordon C. Hung Brent Lance OOD 96 2,885 0 23 Nov 2016