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

v1v2v3 (latest)

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

Journal of Neural Engineering (J. Neural Eng.), 2021

24 January 2021

ArXiv (abs)PDF HTML

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

13 / 13 papers shown

Title
LEAD: Large Foundation Model for EEG-Based Alzheimer's Disease Detection Yihe Wang Nan Huang Nadia Mammone Marco Cecchi Xiang Zhang 341 6 0 02 Feb 2025
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 119 2 0 15 Apr 2024
Neuro-GPT: Towards A Foundation Model for EEGIEEE International Symposium on Biomedical Imaging (ISBI), 2023 Wenhui Cui Woojae Jeong Philipp Tholke T. Medani Karim Jerbi Anand A. Joshi Richard M. Leahy 300 48 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 134 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 121 6 0 11 Sep 2023
EEG Decoding for Datasets with Heterogenous Electrode Configurations using Transfer Learning Graph Neural NetworksJournal of Neural Engineering (JNE), 2023 Jinpei Han Xia Wei Aldo A. Faisal 135 19 0 20 Jun 2023
Interpretable and Robust AI in EEG Systems: A Survey Xin-qiu Zhou Chenyu Liu J. Zhou Zhongruo Wang Liming Zhai Ziyu Jia Cuntai Guan Yang Liu AAML 212 30 0 21 Apr 2023
EEG-NeXt: A Modernized ConvNet for The Classification of Cognitive Activity from EEG Andac Demir I. Khalil B. Kiziltan 109 0 0 08 Dec 2022
EEG-Fest: Few-shot based Attention Network for Driver's Vigilance Estimation with EEG SignalsBiomedical engineering and physics express (BEPE), 2022 Ning Ding Ce Zhang A. Eskandarian 124 6 0 07 Nov 2022
The evolution of AI approaches for motor imagery EEG-based BCIs Aurora Saibene S. Corchs Mirko Caglioni Francesca Gasparini 153 2 0 11 Oct 2022
Improving Pre-movement Pattern Detection with Filter Bank SelectionJournal of Neural Engineering (J. Neural Eng.), 2022 Hao Jia Zhe Sun Feng Duan Yu Zhang C. Caiafa Jordi Solé-Casals 173 14 0 28 Jan 2022
Attention-based Neural Network for Driving Environment Complexity PerceptionInternational Conference on Intelligent Transportation Systems (ITSC), 2021 Ce Zhang A. Eskandarian Xuelai Du 122 14 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 198 1 0 30 Nov 2020