:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Wang, Xiangkai, Zhao, Yun, He, Dongyi, Xia, Qingling, Li, Gen, Xing, Xinlai, Pan, Yuchi, Jiang, Bin
Format:	Preprint
Published:	2026
Subjects:	Machine Learning Artificial Intelligence Computer Vision and Pattern Recognition
Online Access:	https://arxiv.org/abs/2605.10111
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

PA-TCNet: Pathology-Aware Temporal Calibration with Physiology-Guided Target Refinement for Cross-Subject Motor Imagery EEG Decoding in Stroke Patients
by: Wang, Xiangkai, et al.
Published: (2026)

Spatial-Temporal Mamba Network for EEG-based Motor Imagery Classification
by: Yang, Xiaoxiao, et al.
Published: (2024)

NeuroPath: Practically Adopting Motor Imagery Decoding through EEG Signals
by: Cao, Jiani, et al.
Published: (2026)

Prototype-Guided Non-Exemplar Continual Learning for Cross-subject EEG Decoding
by: Li, Dan, et al.
Published: (2025)

Fine-Tuning Strategies for Continual Online EEG Motor Imagery Decoding: Insights from a Large-Scale Longitudinal Study
by: Wimpff, Martin, et al.
Published: (2025)

Uncertainty Quantification for cross-subject Motor Imagery classification
by: Manivannan, Prithviraj, et al.
Published: (2024)

EEG-MFTNet: An Enhanced EEGNet Architecture with Multi-Scale Temporal Convolutions and Transformer Fusion for Cross-Session Motor Imagery Decoding
by: Andrikopoulos, Panagiotis, et al.
Published: (2026)

Feature Reweighting for EEG-based Motor Imagery Classification
by: Lotey, Taveena, et al.
Published: (2023)

Cortical-SSM: A Deep State Space Model for EEG and ECoG Motor Imagery Decoding
by: Suzuki, Shuntaro, 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)

The Association between Mental Motor Imagery and Real Movement in Stroke
by: Gómez-Martínez, Miguel
Published: (2021)

Spec2VolCAMU-Net: A Spectrogram-to-Volume Model for EEG-to-fMRI Reconstruction based on Multi-directional Time-Frequency Convolutional Attention Encoder and Vision-Mamba U-Net
by: He, Dongyi, et al.
Published: (2025)

Subject-Adaptive Transfer Learning Using Resting State EEG Signals for Cross-Subject EEG Motor Imagery Classification
by: An, Sion, et al.
Published: (2024)

EEG-DBNet: A Dual-Branch Network for Temporal-Spectral Decoding in Motor-Imagery Brain-Computer Interfaces
by: Lou, Xicheng, et al.
Published: (2024)

EEG Motor Imagery Classification using Frequency-Domain and Spatial Filtering Methods: A Comparative Study
by: Satyamoorthy, Amrutha
Published: (2023)

CSP-Net: Common Spatial Pattern Empowered Neural Networks for EEG-Based Motor Imagery Classification
by: Jiang, Xue, et al.
Published: (2024)

Pseudo Channel: Time Embedding for Motor Imagery Decoding
by: Miao, Zhengqing, et al.
Published: (2024)

AFPM: Alignment-based Frame Patch Modeling for Cross-Dataset EEG Decoding
by: Chen, Xiaoqing, et al.
Published: (2025)

EEG_GLT-Net: Optimising EEG Graphs for Real-time Motor Imagery Signals Classification
by: Aung, Htoo Wai, et al.
Published: (2024)

Subject-Independent Deep Architecture for EEG-based Motor Imagery Classification
by: Sartipi, Shadi, et al.
Published: (2024)

Synthetic EEG Generation using Diffusion Models for Motor Imagery Tasks
by: Alexandre, Henrique de Lima, et al.
Published: (2025)

Motor Imagery Classification for Asynchronous EEG-Based Brain-Computer Interfaces
by: Wu, Huanyu, et al.
Published: (2024)

Decoding Human Attentive States from Spatial-temporal EEG Patches Using Transformers
by: Ding, Yi, et al.
Published: (2025)

NiSNN-A: Non-iterative Spiking Neural Networks with Attention with Application to Motor Imagery EEG Classification
by: Zhang, Chuhan, et al.
Published: (2023)

FingerNet: EEG Decoding of A Fine Motor Imagery with Finger-tapping Task Based on A Deep Neural Network
by: Go, Young-Min, et al.
Published: (2024)

SWIM: Short-Window CNN Integrated with Mamba for EEG-Based Auditory Spatial Attention Decoding
by: Zhang, Ziyang, et al.
Published: (2024)

Robotic Grasping and Placement Controlled by EEG-Based Hybrid Visual and Motor Imagery
by: Liu, Yichang, et al.
Published: (2026)

A Multimodal fNIRS-EEG Dataset for Unilateral Limb Motor Imagery
by: Feng, Lufeng, et al.
Published: (2026)

AGTCNet: A Graph-Temporal Approach for Principled Motor Imagery EEG Classification
by: Lim, Galvin Brice S., et al.
Published: (2025)

Non-Invasive Reconstruction of Intracranial EEG Across the Deep Temporal Lobe from Scalp EEG based on Conditional Normalizing Flow
by: He, Dongyi, et al.
Published: (2026)

EVA-Net: Subject-Independent EEG Motor Decoding with Video-Derived Motor Priors
by: Li, Ziyuan, et al.
Published: (2026)

Meta-cognitive Multi-scale Hierarchical Reasoning for Motor Imagery Decoding
by: Kim, Si-Hyun, et al.
Published: (2025)

Unsupervised Adaptive Deep Learning Method For BCI Motor Imagery Decoding
by: Ouahidi, Yassine El, et al.
Published: (2024)

Motor Imagery Decoding Using Ensemble Curriculum Learning and Collaborative Training
by: Zoumpourlis, Georgios, et al.
Published: (2022)

Subject Specific Deep Learning Model for Motor Imagery Direction Decoding
by: Parashiva, Praveen K., et al.
Published: (2025)

MIRepNet: A Pipeline and Foundation Model for EEG-Based Motor Imagery Classification
by: Liu, Dingkun, et al.
Published: (2025)

GAMMA-Net: Adaptive Long-Horizon Traffic Spatio-Temporal Forecasting Model based on Interleaved Graph Attention and Multi-Axis Mamba
by: He, Dongyi, et al.
Published: (2026)

Deep Learning Approaches for Deformable Medical Image Registration: An In‐Depth Review and Analysis
by: Qingling Xia, et al.
Published: (2025)

mixEEG: Enhancing EEG Federated Learning for Cross-subject EEG Classification with Tailored mixup
by: Liu, Xuan-Hao, et al.
Published: (2025)

Research on Event-Related Desynchronization of Motor Imagery and Movement Based on Localized EEG Cortical Sources
by: Wang, Yuqing
Published: (2025)