EEG-Inception: An Accurate and Robust End-to-End Neural Network for EEG-based Motor Imagery Classification

24 January 2021

Papers citing "EEG-Inception: An Accurate and Robust End-to-End Neural Network for EEG-based Motor Imagery Classification"

14 / 14 papers shown

Title
SQUWA: Signal Quality Aware DNN Architecture for Enhanced Accuracy in Atrial Fibrillation Detection from Noisy PPG Signals Runze Yan C. Ding Ran Xiao Aleksandr Fedorov Randall J Lee Fadi B Nahab Xiao Hu 32 2 0 15 Apr 2024
Neuro-GPT: Towards A Foundation Model for EEG Wenhui Cui Woojae Jeong Philipp Tholke T. Medani Karim Jerbi Anand A. Joshi Richard M. Leahy 31 18 0 07 Nov 2023
Enhancing Motor Imagery Decoding in Brain Computer Interfaces using Riemann Tangent Space Mapping and Cross Frequency Coupling Xiong Xiong Li Su Jinguo Huang Guixia Kang 29 0 0 29 Oct 2023
A Strong and Simple Deep Learning Baseline for BCI MI Decoding Yassine El Ouahidi Vincent Gripon Bastien Pasdeloup Ghaith Bouallegue Nicolas Farrugia G. Lioi BDL 34 4 0 11 Sep 2023
EEG Decoding for Datasets with Heterogenous Electrode Configurations using Transfer Learning Graph Neural Networks Jinpei Han Xia Wei Aldo A. Faisal 36 12 0 20 Jun 2023
Interpretable and Robust AI in EEG Systems: A Survey Xin-qiu Zhou Chenyu Liu Liming Zhai Ziyu Jia Cuntai Guan Yang Liu AAML 27 21 0 21 Apr 2023
EEG-NeXt: A Modernized ConvNet for The Classification of Cognitive Activity from EEG Andac Demir I. Khalil B. Kiziltan 36 0 0 08 Dec 2022
EEG-Fest: Few-shot based Attention Network for Driver's Vigilance Estimation with EEG Signals Ning Ding Ce Zhang A. Eskandarian 50 4 0 07 Nov 2022
The evolution of AI approaches for motor imagery EEG-based BCIs Aurora Saibene S. Corchs Mirko Caglioni Francesca Gasparini 18 2 0 11 Oct 2022
Improving Pre-movement Pattern Detection with Filter Bank Selection Hao Jia Zhe Sun Feng Duan Yu Zhang C. Caiafa Jordi Solé-Casals 16 13 0 28 Jan 2022
Attention-based Neural Network for Driving Environment Complexity Perception Ce Zhang A. Eskandarian Xuelai Du 16 12 0 21 Jun 2021
Anchored-STFT and GNAA: An extension of STFT in conjunction with an adversarial data augmentation technique for the decoding of neural signals Omair Ali Muhammad Saif-ur-Rehman Susanne Dyck Tobias Glasmachers Ioannis Iossifidis Christian Klaes AAML 16 1 0 30 Nov 2020
A Survey and Tutorial of EEG-Based Brain Monitoring for Driver State Analysis Ce Zhang A. Eskandarian 47 36 0 25 Aug 2020
InceptionTime: Finding AlexNet for Time Series Classification Hassan Ismail Fawaz Benjamin Lucas Germain Forestier Charlotte Pelletier Daniel F. Schmidt J. Weber Geoffrey I. Webb L. Idoumghar Pierre-Alain Muller Franccois Petitjean AI4TS 102 1,072 0 11 Sep 2019