Reference health
A Brain Topography Graph Embedded Convolutional Neural Network for EEG-Based Motor Imagery Classification
36/36 checkable references clean · checked 2026-08-29
Every reference with a DOI in the deposited reference list resolved to a known work in Crossref or DataCite at the dated check, and none carried a retraction, withdrawal, or removal notice.
15 without a DOI — not checked. A reference deposited without a DOI is never matched by title or guessed at; it stays outside the checked set, and this line discloses that.
The 36 checked references that resolve
resolves10.3390/s21186285
Motor-Imagery EEG-Based BCIs in Wheelchair Movement and Control: A Systematic Literature Review
resolves10.1109/TII.2022.3146552
From Artificial Intelligence to Explainable Artificial Intelligence in Industry 4.0: A Survey on What, How, and Where
resolves10.1109/SMC.2019.8914544
A Low-Cost, Semi-Autonomous Wheelchair Controlled by Motor Imagery and Jaw Muscle Activation
resolves10.1016/S1388-2457(98)00038-8
Designing optimal spatial filters for single-trial EEG classification in a movement task
resolves10.1161/STROKEAHA.116.016304
Contralesional Brain–Computer Interface Control of a Powered Exoskeleton for Motor Recovery in Chronic Stroke Survivors
resolves10.1016/j.bica.2018.06.001
Multi-target way of cursor movement in brain computer interface using unsupervised learning
resolves10.1126/scirobotics.aaw6844
Noninvasive neuroimaging enhances continuous neural tracking for robotic device control
resolves10.1109/ICC45855.2022.9838416
A Brain to UAV Communication Model using Stacked Ensemble CSP algorithm based on Motor Imagery EEG signal
resolves10.1080/10447318.2018.1445068
Towards a Hybrid BCI Gaming Paradigm Based on Motor Imagery and SSVEP
resolves10.1109/EHB52898.2021.9657609
Serious Game for Motor-Imagery based Brain-Computer Interface training
resolves10.1109/TBME.2005.851521
Spatio-spectral filters for improving the classification of single trial EEG
resolves10.1109/TCYB.2018.2841847
Temporally Constrained Sparse Group Spatial Patterns for Motor Imagery BCI
resolves10.1088/1741-2552/ab0ab5
Deep learning for electroencephalogram (EEG) classification tasks: a review
resolves10.1088/1741-2552/aace8c
EEGNet: a compact convolutional neural network for EEG-based brain–computer interfaces
resolves10.1016/j.neunet.2020.12.013
Adaptive transfer learning for EEG motor imagery classification with deep Convolutional Neural Network
resolves10.1109/TNSRE.2020.3037326
A Multi-Scale Fusion Convolutional Neural Network Based on Attention Mechanism for the Visualization Analysis of EEG Signals Decoding
resolves10.1109/TNSRE.2022.3186442
EEGSym: Overcoming Inter-Subject Variability in Motor Imagery Based BCIs With Deep Learning
resolves10.1109/TNSRE.2019.2915621
A Channel-Projection Mixed-Scale Convolutional Neural Network for Motor Imagery EEG Decoding
resolves10.1088/1741-2560/14/1/016003
A novel deep learning approach for classification of EEG motor imagery signals
resolves10.1109/TII.2021.3132340
Attention-Inception and Long- Short-Term Memory-Based Electroencephalography Classification for Motor Imagery Tasks in Rehabilitation
resolves10.1109/SMC42975.2020.9283028
EEG-TCNet: An Accurate Temporal Convolutional Network for Embedded Motor-Imagery Brain–Machine Interfaces
resolves10.1109/ACCESS.2022.3161489
EEG-ITNet: An Explainable Inception Temporal Convolutional Network for Motor Imagery Classification
resolves10.1109/TAFFC.2018.2817622
EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks
resolves10.1109/JBHI.2020.2967128
Motor Imagery Classification via Temporal Attention Cues of Graph Embedded EEG Signals
resolves10.1002/hbm.23730
Deep learning with convolutional neural networks for EEG decoding and visualization
resolves10.1109/TNSRE.2022.3156076
SincNet-Based Hybrid Neural Network for Motor Imagery EEG Decoding
resolves10.1088/1741-2552/ac4852
FB-CGANet: filter bank channel group attention network for multi-class motor imagery classification
resolves10.1088/1741-2552/acbb2c
Filter bank sinc-convolutional network with channel self-attention for high performance motor imagery decoding
resolves10.1016/S1388-2457(99)00141-8
Event-related EEG/MEG synchronization and desynchronization: basic principles
The 15 references without a DOI — listed, not checked
no DOI — not checkedref1
no DOI — not checkedFilter Bank Common Spatial Pattern (FBCSP) in Brain-Computer Interface
no DOI — not checkedMotor Imagery-Based Brain-Computer Interface Coupled to a Robotic Hand Orthosis Aimed for Neurorehabilitation of Stroke Patients
no DOI — not checkedA novel approach of decoding EEG four-class motor imagery tasks via scout ESI and CNN
no DOI — not checkedA channel-mixing convolutional neural network for motor imagery EEG decoding and feature visualization
no DOI — not checkedref23
no DOI — not checkedA Parallel Multiscale Filter Bank Convolutional Neural Networks for Motor Imagery EEG Classification
no DOI — not checkedWeight-sharing network structure based on multi-channel EEG time-frequency map
no DOI — not checkedref32
no DOI — not checkedref39
no DOI — not checkedConvolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
no DOI — not checkedCross-Channel Specific-Mutual Feature Transfer Learning for Motor Imagery EEG Signals Decoding
no DOI — not checkedMotor imagery EEG classification algorithm based on CNN-LSTM feature fusion network
no DOI — not checkedParallel genetic algorithm based common spatial patterns selection on timefrequency decomposed EEG signals for motor imagery brain-computer interface
no DOI — not checkedMulti-Level Spatial-Temporal Adaptation Network for Motor Imagery Classification
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