Motor Imagery Classification for Asynchronous EEG-Based Brain-Computer Interfaces
Fuente:
arXiv
Saved in:
| Main Authors: | Wu, Huanyu, Li, Siyang, Wu, Dongrui |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces
by: Jia, Tianwang, et al.
Published: (2024)
by: Jia, Tianwang, et al.
Published: (2024)
Temporal Out-of-Distribution Detection for Asynchronous Motor Imagery Brain-Computer Interfaces
by: Liu, Chenhao, et al.
Published: (2026)
by: Liu, Chenhao, et al.
Published: (2026)
Revisiting Euclidean Alignment for Transfer Learning in EEG-Based Brain-Computer Interfaces
by: Wu, Dongrui
Published: (2025)
by: Wu, Dongrui
Published: (2025)
Channel Reflection: Knowledge-Driven Data Augmentation for EEG-Based Brain-Computer Interfaces
by: Wang, Ziwei, et al.
Published: (2024)
by: Wang, Ziwei, et al.
Published: (2024)
Multimodal Brain-Computer Interfaces: AI-powered Decoding Methodologies
by: Li, Siyang, et al.
Published: (2025)
by: Li, Siyang, et al.
Published: (2025)
Adversarial Filtering Based Evasion and Backdoor Attacks to EEG-Based Brain-Computer Interfaces
by: Meng, Lubin, et al.
Published: (2024)
by: Meng, Lubin, et al.
Published: (2024)
Adversarial Artifact Detection in EEG-Based Brain-Computer Interfaces
by: Chen, Xiaoqing, et al.
Published: (2022)
by: Chen, Xiaoqing, et al.
Published: (2022)
CSP-Net: Common Spatial Pattern Empowered Neural Networks for EEG-Based Motor Imagery Classification
by: Jiang, Xue, et al.
Published: (2024)
by: Jiang, Xue, et al.
Published: (2024)
Protecting Multiple Types of Privacy Simultaneously in EEG-based Brain-Computer Interfaces
by: Meng, Lubin, et al.
Published: (2024)
by: Meng, Lubin, et al.
Published: (2024)
AFPM: Alignment-based Frame Patch Modeling for Cross-Dataset EEG Decoding
by: Chen, Xiaoqing, et al.
Published: (2025)
by: Chen, Xiaoqing, et al.
Published: (2025)
Spatial Distillation based Distribution Alignment (SDDA) for Cross-Headset EEG Classification
by: Liu, Dingkun, et al.
Published: (2025)
by: Liu, Dingkun, et al.
Published: (2025)
EEG-based AI-BCI Wheelchair Advancement: Hybrid Deep Learning with Motor Imagery for Brain Computer Interface
by: Thapa, Bipul, et al.
Published: (2025)
by: Thapa, Bipul, et al.
Published: (2025)
User-wise Perturbations for User Identity Protection in EEG-Based BCIs
by: Chen, Xiaoqing, et al.
Published: (2024)
by: Chen, Xiaoqing, et al.
Published: (2024)
AGTCNet: A Graph-Temporal Approach for Principled Motor Imagery EEG Classification
by: Lim, Galvin Brice S., et al.
Published: (2025)
by: Lim, Galvin Brice S., et al.
Published: (2025)
Feature Reweighting for EEG-based Motor Imagery Classification
by: Lotey, Taveena, et al.
Published: (2023)
by: Lotey, Taveena, et al.
Published: (2023)
SAFE: Secure and Accurate Federated Learning for Privacy-Preserving Brain-Computer Interfaces
by: Jia, Tianwang, et al.
Published: (2026)
by: Jia, Tianwang, et al.
Published: (2026)
Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces
by: Li, Siyang, et al.
Published: (2026)
by: Li, Siyang, et al.
Published: (2026)
EEGEncoder: Advancing BCI with Transformer-Based Motor Imagery Classification
by: Liao, Wangdan, et al.
Published: (2024)
by: Liao, Wangdan, et al.
Published: (2024)
RAICL: Retrieval-Augmented In-Context Learning for Vision-Language-Model Based EEG Seizure Detection
by: Li, Siyang, et al.
Published: (2026)
by: Li, Siyang, et al.
Published: (2026)
Alignment-Based Adversarial Training (ABAT) for Improving the Robustness and Accuracy of EEG-Based BCIs
by: Chen, Xiaoqing, et al.
Published: (2024)
by: Chen, Xiaoqing, et al.
Published: (2024)
Graph-Based Learning of Spectro-Topographical EEG Representations with Gradient Alignment for Brain-Computer Interfaces
by: Angkan, Prithila, et al.
Published: (2025)
by: Angkan, Prithila, et al.
Published: (2025)
T-TIME: Test-Time Information Maximization Ensemble for Plug-and-Play BCIs
by: Li, Siyang, et al.
Published: (2024)
by: Li, Siyang, et al.
Published: (2024)
On-device Learning of EEGNet-based Network For Wearable Motor Imagery Brain-Computer Interface
by: Bian, Sizhen, et al.
Published: (2024)
by: Bian, Sizhen, et al.
Published: (2024)
CMCRD: Cross-Modal Contrastive Representation Distillation for Emotion Recognition
by: Kan, Siyuan, et al.
Published: (2025)
by: Kan, Siyuan, et al.
Published: (2025)
Investigating the Impact of Rational Dilated Wavelet Transform on Motor Imagery EEG Decoding with Deep Learning Models
by: Siino, Marco, et al.
Published: (2025)
by: Siino, Marco, et al.
Published: (2025)
Knowledge-Data Fusion Based Source-Free Semi-Supervised Domain Adaptation for Seizure Subtype Classification
by: Peng, Ruimin, et al.
Published: (2024)
by: Peng, Ruimin, et al.
Published: (2024)
LGL-BCI: A Motor-Imagery-Based Brain-Computer Interface with Geometric Learning
by: Lu, Jianchao, et al.
Published: (2025)
by: Lu, Jianchao, et al.
Published: (2025)
Cross-Task Inconsistency Based Active Learning (CTIAL) for Emotion Recognition
by: Xu, Yifan, et al.
Published: (2024)
by: Xu, Yifan, et al.
Published: (2024)
RatioWaveNet: A Learnable RDWT Front-End for Robust and Interpretable EEG Motor-Imagery Classification
by: Siino, Marco, et al.
Published: (2025)
by: Siino, Marco, et al.
Published: (2025)
EEG-DBNet: A Dual-Branch Network for Temporal-Spectral Decoding in Motor-Imagery Brain-Computer Interfaces
by: Lou, Xicheng, et al.
Published: (2024)
by: Lou, Xicheng, et al.
Published: (2024)
A Domain-Informed Multi-Objective Framework for EEG Channel Selection in Motor Imagery BCIs
by: Kumar, Dekka Muni, et al.
Published: (2026)
by: Kumar, Dekka Muni, et al.
Published: (2026)
PAT: Privacy-Preserving Adversarial Transfer for Accurate, Robust and Privacy-Preserving EEG Decoding
by: Chen, Xiaoqing, et al.
Published: (2024)
by: Chen, Xiaoqing, et al.
Published: (2024)
NeuroPath: Practically Adopting Motor Imagery Decoding through EEG Signals
by: Cao, Jiani, et al.
Published: (2026)
by: Cao, Jiani, et al.
Published: (2026)
BDAN: Mitigating Temporal Difference Across Electrodes in Cross-Subject Motor Imagery Classification via Generative Bridging Domain
by: Chen, Zhige, et al.
Published: (2024)
by: Chen, Zhige, et al.
Published: (2024)
Gamification of Motor Imagery Brain-Computer Interface Training Protocols: a systematic review
by: Atilla, Fred, et al.
Published: (2024)
by: Atilla, Fred, et al.
Published: (2024)
Spatial-Temporal Mamba Network for EEG-based Motor Imagery Classification
by: Yang, Xiaoxiao, et al.
Published: (2024)
by: Yang, Xiaoxiao, et al.
Published: (2024)
Brain-Computer Interfaces for Emotional Regulation in Patients with Various Disorders
by: Mehta, Vedant
Published: (2024)
by: Mehta, Vedant
Published: (2024)
Source Data Selection for Brain-Computer Interfaces based on Simple Features
by: Heskebeck, Frida, et al.
Published: (2024)
by: Heskebeck, Frida, et al.
Published: (2024)
Spiking Neural Network for Intra-cortical Brain Signal Decoding
by: Yang, Song, et al.
Published: (2025)
by: Yang, Song, et al.
Published: (2025)
Front-end Replication Dynamic Window (FRDW) for Online Motor Imagery Classification
by: Chen, X., et al.
Published: (2024)
by: Chen, X., et al.
Published: (2024)
Similar Items
-
Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces
by: Jia, Tianwang, et al.
Published: (2024) -
Temporal Out-of-Distribution Detection for Asynchronous Motor Imagery Brain-Computer Interfaces
by: Liu, Chenhao, et al.
Published: (2026) -
Revisiting Euclidean Alignment for Transfer Learning in EEG-Based Brain-Computer Interfaces
by: Wu, Dongrui
Published: (2025) -
Channel Reflection: Knowledge-Driven Data Augmentation for EEG-Based Brain-Computer Interfaces
by: Wang, Ziwei, et al.
Published: (2024) -
Multimodal Brain-Computer Interfaces: AI-powered Decoding Methodologies
by: Li, Siyang, et al.
Published: (2025)