Mirror contrastive loss based sliding window transformer for subject-independent motor imagery based EEG signal recognition
Fuente:
arXiv
Saved in:
| Main Authors: | Luo, Jing, Mao, Qi, Shi, Weiwei, Shi, Zhenghao, Wang, Xiaofan, Lu, Xiaofeng, Hei, Xinhong |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Concept-based explainability for an EEG transformer model
by: Gjølbye, Anders, et al.
Published: (2023)
by: Gjølbye, Anders, et al.
Published: (2023)
Cascaded Self-supervised Learning for Subject-independent EEG-based Emotion Recognition
by: Wang, Hanqi, et al.
Published: (2024)
by: Wang, Hanqi, et al.
Published: (2024)
SSAS: Cross-subject EEG-based Emotion Recognition through Source Selection with Adversarial Strategy
by: Liu, Yici, et al.
Published: (2025)
by: Liu, Yici, et al.
Published: (2025)
A frame-theoretic two-dimensional multi-window graph fractional Fourier transform for product graph signal analysis
by: Shang, Linbo
Published: (2026)
by: Shang, Linbo
Published: (2026)
A sliding-window approach for latent restoring force modeling
by: Floren, Merijn, et al.
Published: (2026)
by: Floren, Merijn, et al.
Published: (2026)
Can EEG resting state data benefit data-driven approaches for motor-imagery decoding?
by: Mehta, Rishan, et al.
Published: (2024)
by: Mehta, Rishan, et al.
Published: (2024)
SCVCNet: Sliding cross-vector convolution network for cross-task and inter-individual-set EEG-based cognitive workload recognition
by: Wang, Qi, et al.
Published: (2023)
by: Wang, Qi, et al.
Published: (2023)
Synchrosqueezed windowed linear canonical transform: A method for mode retrieval from multicomponent signals with crossing instantaneous frequencies
by: Li, Shuixin, et al.
Published: (2025)
by: Li, Shuixin, 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)
by: Liu, Xuan-Hao, et al.
Published: (2025)
Transportation mode recognition based on low-rate acceleration and location signals with an attention-based multiple-instance learning network
by: Siargkas, Christos, et al.
Published: (2024)
by: Siargkas, Christos, et al.
Published: (2024)
Decoding Human Attentive States from Spatial-temporal EEG Patches Using Transformers
by: Ding, Yi, et al.
Published: (2025)
by: Ding, Yi, et al.
Published: (2025)
Passenger hazard perception based on EEG signals for highly automated driving vehicles
by: Tan, Ashton Yu Xuan, et al.
Published: (2024)
by: Tan, Ashton Yu Xuan, et al.
Published: (2024)
The role of data partitioning on the performance of EEG-based deep learning models in supervised cross-subject analysis: a preliminary study
by: Del Pup, Federico, et al.
Published: (2025)
by: Del Pup, Federico, et al.
Published: (2025)
Microwave photonic short-time Fourier transform based on stabilized period-one nonlinear laser dynamics and stimulated Brillouin scattering
by: Zhang, Sunan, et al.
Published: (2024)
by: Zhang, Sunan, et al.
Published: (2024)
A boostlet transform for wave-based acoustic signal processing in space-time
by: Zea, Elias, et al.
Published: (2024)
by: Zea, Elias, et al.
Published: (2024)
Diagnosing epilepsy using entropy measures and embedding parameters of EEG signals
by: Valipour, Fatemeh, et al.
Published: (2024)
by: Valipour, Fatemeh, et al.
Published: (2024)
A DenseNet-based method for decoding auditory spatial attention with EEG
by: Xu, Xiran, et al.
Published: (2023)
by: Xu, Xiran, et al.
Published: (2023)
Activity-dependent resolution adjustment for radar-based human activity recognition
by: Park, Do-Hyun, et al.
Published: (2024)
by: Park, Do-Hyun, et al.
Published: (2024)
Flexible and Explainable Graph Analysis for EEG-based Alzheimer's Disease Classification
by: Wang, Jing, et al.
Published: (2025)
by: Wang, Jing, et al.
Published: (2025)
Subject-independent trajectory prediction using pre-movement EEG during grasp and lift task
by: Jain, Anant, et al.
Published: (2022)
by: Jain, Anant, et al.
Published: (2022)
HFMCA: Orthonormal Feature Learning for EEG-based Brain Decoding
by: Wang, Yinghao, et al.
Published: (2026)
by: Wang, Yinghao, et al.
Published: (2026)
Handwriting Imagery EEG Classification based on Convolutional Neural Networks
by: Yang, Hao, et al.
Published: (2025)
by: Yang, Hao, et al.
Published: (2025)
EmT: A Novel Transformer for Generalized Cross-subject EEG Emotion Recognition
by: Ding, Yi, et al.
Published: (2024)
by: Ding, Yi, et al.
Published: (2024)
KAN-HAR: A Human activity recognition based on Kolmogorov-Arnold Network
by: Alikhani, Mohammad
Published: (2025)
by: Alikhani, Mohammad
Published: (2025)
Repetitive TMS-based Identification of Methamphetamine-Dependent Individuals Using EEG Spectra
by: Zeng, Ziyi, et al.
Published: (2025)
by: Zeng, Ziyi, et al.
Published: (2025)
Task-Oriented Learning for Automatic EEG Denoising
by: Xiang, Tian-Yu, et al.
Published: (2025)
by: Xiang, Tian-Yu, et al.
Published: (2025)
JNEEG shield for Jetson Nano for real-time EEG signal processing with deep learning
by: Rakhmatulin, Ildar
Published: (2024)
by: Rakhmatulin, Ildar
Published: (2024)
Subject-independent Classification of Meditative State from the Resting State using EEG
by: Panachakel, Jerrin Thomas, et al.
Published: (2025)
by: Panachakel, Jerrin Thomas, et al.
Published: (2025)
EEG-DCNet: A Fast and Accurate MI-EEG Dilated CNN Classification Method
by: Peng, Wei, et al.
Published: (2024)
by: Peng, Wei, et al.
Published: (2024)
Deep Learning-based CSI Feedback in Wi-Fi Systems
by: Qi, Fan, et al.
Published: (2024)
by: Qi, Fan, et al.
Published: (2024)
EEG2GAIT: A Hierarchical Graph Convolutional Network for EEG-based Gait Decoding
by: Fu, Xi, et al.
Published: (2025)
by: Fu, Xi, et al.
Published: (2025)
EEG-based 90-Degree Turn Intention Detection for Brain-Computer Interface
by: Anand, Pradyot, et al.
Published: (2024)
by: Anand, Pradyot, et al.
Published: (2024)
Wavelet-based Autoencoder and EfficientNet for Schizophrenia Detection from EEG Signals
by: M, Umesh Kumar Naik, et al.
Published: (2024)
by: M, Umesh Kumar Naik, et al.
Published: (2024)
From EEG Cleaning to Decoding: The Role of Artifact Rejection in MI-based BCIs
by: Hajhassani, Davoud, et al.
Published: (2026)
by: Hajhassani, Davoud, et al.
Published: (2026)
Explain EEG-based End-to-end Deep Learning Models in the Frequency Domain
by: Wang, Hanqi, et al.
Published: (2024)
by: Wang, Hanqi, et al.
Published: (2024)
Permittivity Estimation in Ray-tracing Using Path Loss Data based on GAMP
by: Jiang, Yuanhao, et al.
Published: (2024)
by: Jiang, Yuanhao, et al.
Published: (2024)
A novel Fourier Adjacency Transformer for advanced EEG emotion recognition
by: Wang, Jinfeng, et al.
Published: (2025)
by: Wang, Jinfeng, et al.
Published: (2025)
Calibration-free online test-time adaptation for electroencephalography motor imagery decoding
by: Wimpff, Martin, et al.
Published: (2023)
by: Wimpff, Martin, et al.
Published: (2023)
Deep Learning-based Low-Overhead Beam Alignment for mmWave Massive MIMO Systems
by: Jin, Weijie, et al.
Published: (2026)
by: Jin, Weijie, et al.
Published: (2026)
Dimension reduction methods, persistent homology and machine learning for EEG signal analysis of Interictal Epileptic Discharges
by: Stiehl, Annika, et al.
Published: (2025)
by: Stiehl, Annika, et al.
Published: (2025)
Similar Items
-
Concept-based explainability for an EEG transformer model
by: Gjølbye, Anders, et al.
Published: (2023) -
Cascaded Self-supervised Learning for Subject-independent EEG-based Emotion Recognition
by: Wang, Hanqi, et al.
Published: (2024) -
SSAS: Cross-subject EEG-based Emotion Recognition through Source Selection with Adversarial Strategy
by: Liu, Yici, et al.
Published: (2025) -
A frame-theoretic two-dimensional multi-window graph fractional Fourier transform for product graph signal analysis
by: Shang, Linbo
Published: (2026) -
A sliding-window approach for latent restoring force modeling
by: Floren, Merijn, et al.
Published: (2026)