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EEG Source Imaging Enhances the Decoding of Complex Right-Hand Motor Imagery Tasks
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
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Incoming claims: where this work appears in other papers’ reference lists and arguments.
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Partial prior transfer learning based on self-attention CNN for EEG decoding in stroke patients
inferred← citeshttps://doi.org/10.1038/s41598-025-87569-5openalex-snapshot
Method for EEG signal recognition based on multi-domain feature fusion and optimization of multi-kernel extreme learning machine
inferred← citeshttps://doi.org/10.1038/s42256-025-01090-yopenalex-snapshot
Brain–computer interface control with artificial intelligence copilots
inferred← citeshttps://doi.org/10.1063/5.0179288openalex-snapshot
Comparative analysis of EEG-based motor imagery classification techniques
inferred← citeshttps://doi.org/10.1080/2326263x.2024.2400741openalex-snapshot
Limited value of EEG source imaging for decoding hand movement and imagery in youth with brain lesions
inferred← citeshttps://doi.org/10.1080/27706710.2023.2285052openalex-snapshot
A bimodal registration and attention method for speed imagery brain-computer interface
inferred← citeshttps://doi.org/10.1088/1361-6560/adcafaopenalex-snapshot
Multi-view collaborative ensemble classification for EEG signals based on 3D second-order difference plot and CSP
inferred← citeshttps://doi.org/10.1088/1741-2552/aa6bafopenalex-snapshot
EEG source space analysis of the supervised factor analytic approach for the classification of multi-directional arm movement
inferred← citeshttps://doi.org/10.1088/1741-2552/aa86d0openalex-snapshot
As above, so below? Towards understanding inverse models in BCI
inferred← citeshttps://doi.org/10.1088/1741-2552/aa8ce3openalex-snapshot
Combined rTMS and virtual reality brain–computer interface training for motor recovery after stroke
inferred← citeshttps://doi.org/10.1088/1741-2552/aaf12eopenalex-snapshot
A comprehensive review of EEG-based brain–computer interface paradigms
inferred← citeshttps://doi.org/10.1088/1741-2552/ab405fopenalex-snapshot
HS-CNN: a CNN with hybrid convolution scale for EEG motor imagery classification
inferred← citeshttps://doi.org/10.1088/1741-2552/ab882eopenalex-snapshot
Decoding hand movements from human EEG to control a robotic arm in a simulation environment
inferred← citeshttps://doi.org/10.1088/1741-2552/aba7cdopenalex-snapshot
Decoding multiclass motor imagery EEG from the same upper limb by combining Riemannian geometry features and partial least squares regression
inferred← citeshttps://doi.org/10.1088/1741-2552/abc760openalex-snapshot
Network-based brain–computer interfaces: principles and applications
inferred← citeshttps://doi.org/10.1088/1741-2552/abce70openalex-snapshot
Early classification of motor tasks using dynamic functional connectivity graphs from EEG
inferred← citeshttps://doi.org/10.1088/1741-2552/abd007openalex-snapshot
Time-resolved estimation of strength of motor imagery representation by multivariate EEG decoding
inferred← citeshttps://doi.org/10.1088/1741-2552/abf68bopenalex-snapshot
A novel decoding method for motor imagery tasks with 4D data representation and 3D convolutional neural networks
inferred← citeshttps://doi.org/10.1088/1741-2552/ac07bdopenalex-snapshot
Neural decoding of gait phases during motor imagery and improvement of the decoding accuracy by concurrent action observation
inferred← citeshttps://doi.org/10.1088/1741-2552/ac1adeopenalex-snapshot
An end-to-end CNN with attentional mechanism applied to raw EEG in a BCI classification task
inferred← citeshttps://doi.org/10.1088/1741-2552/ac4ed0openalex-snapshot
Decoding motor imagery tasks using ESI and hybrid feature CNN
inferred← citeshttps://doi.org/10.1088/1741-2552/acb386openalex-snapshot
A study of action difference on motor imagery based on delayed matching posture task
inferred← citeshttps://doi.org/10.1088/1741-2552/ad038dopenalex-snapshot
Unsupervised learning of stationary and switching dynamical system models from Poisson observations
inferred← citeshttps://doi.org/10.1088/1741-2552/ad4914openalex-snapshot
Classification of motor imagery using chaotic entropy based on sub-band EEG source localization
inferred← citeshttps://doi.org/10.1088/1741-2552/adb994openalex-snapshot
Extension of the visibility concept for EEG signal processing
inferred← citeshttps://doi.org/10.1088/1741-2552/adbec1openalex-snapshot
Feasibility of source-level motor imagery classification for people with multiple sclerosis
inferred← citeshttps://doi.org/10.1088/1741-2560/13/5/056017openalex-snapshot
Incorporating modern neuroscience findings to improve brain–computer interfaces: tracking auditory attention
inferred← citeshttps://doi.org/10.1088/1742-6596/1123/1/012004openalex-snapshot
Enhancing EEG Signals in Brain Computer Interface Using Intrinsic Time-Scale Decomposition
inferred← citeshttps://doi.org/10.1093/cercor/bhaa234openalex-snapshot
Mindfulness Improves Brain–Computer Interface Performance by Increasing Control Over Neural Activity in the Alpha Band
inferred← citeshttps://doi.org/10.1093/gigascience/giaa098openalex-snapshot
Multimodal signal dataset for 11 intuitive movement tasks from single upper extremity during multiple recording sessions
inferred← citeshttps://doi.org/10.1093/pnasnexus/pgae145openalex-snapshot
Continuous tracking using deep learning-based decoding for noninvasive brain–computer interface
inferred← citeshttps://doi.org/10.1101/2021.11.24.469917openalex-snapshot
Automated methodology for optimal selection of minimum electrode subsets for accurate EEG source estimation based on Genetic Algorithm optimization
inferred← citeshttps://doi.org/10.1101/2024.10.09.615886openalex-snapshot
Non-invasive brain-machine interface control with artificial intelligence copilots
inferred← citeshttps://doi.org/10.1101/2025.11.15.687894openalex-snapshot
Numerosity Is Directly Sensed and Dynamically Transformed in the Human Brain: Evidence from MEG-MRI Fusion
inferred← citeshttps://doi.org/10.1108/ijicc-02-2020-0019openalex-snapshot
A novel multi-dimensional features fusion algorithm for the EEG signal recognition of brain's sensorimotor region activated tasks
inferred← citeshttps://doi.org/10.1109/access.2017.2751069openalex-snapshot
Effects of Soft Drinks on Resting State EEG and Brain–Computer Interface Performance
inferred← citeshttps://doi.org/10.1109/access.2018.2809453openalex-snapshot
Brain-Computer Interface Control in a Virtual Reality Environment and Applications for the Internet of Things
inferred← citeshttps://doi.org/10.1109/access.2019.2915614openalex-snapshot
Recognizing Motor Imagery Between Hand and Forearm in the Same Limb in a Hybrid Brain Computer Interface Paradigm: An Online Study
inferred← citeshttps://doi.org/10.1109/access.2019.2917327openalex-snapshot
Using Brain Network Features to Increase the Classification Accuracy of MI-BCI Inefficiency Subject
inferred← citeshttps://doi.org/10.1109/access.2019.2934018openalex-snapshot
A Deep Learning Framework for Decoding Motor Imagery Tasks of the Same Hand Using EEG Signals
inferred← citeshttps://doi.org/10.1109/access.2019.2940034openalex-snapshot
Single-Trial Classification of Different Movements on One Arm Based on ERD/ERS and Corticomuscular Coherence
inferred← citeshttps://doi.org/10.1109/access.2020.2983182openalex-snapshot
EEG Classification of Forearm Movement Imagery Using a Hierarchical Flow Convolutional Neural Network
inferred← citeshttps://doi.org/10.1109/access.2023.3339857openalex-snapshot
A Region of Interest-Based Electrophysiological Source Imaging Technology and its Applications in Analysis of Motor Imagery EEG Signals
inferred← citeshttps://doi.org/10.1109/access.2024.3371904openalex-snapshot
A Study of Unilateral Upper Limb Fine Motor Imagery Decoding Using Frequency-Band Attention Network
inferred← citeshttps://doi.org/10.1109/access.2026.3727780openalex-snapshot
FBDA-TSRNet: A Filter Bank Dual-Path Attention and Temporal–Spatial Residual Network for Motor Imagery Decoding
inferred← citeshttps://doi.org/10.1109/aihcir61661.2023.00094openalex-snapshot
Research on Motor Imagery EEG Classification Method based on Region of Interest and Electrophysiological Source Imaging Technology
inferred← citeshttps://doi.org/10.1109/ainit65432.2025.11035017openalex-snapshot
Asr-Net:Brain Source Imaging Method Based on Deep Optimization Unfolding Network with Adaptive Sparse Regularization
inferred← citeshttps://doi.org/10.1109/bci60775.2024.10480467openalex-snapshot
Towards Motor Imagery Classification of Finger Tapping by Both Hands for Controlling a Finger-Arm Bionic Robot
inferred← citeshttps://doi.org/10.1109/bci69045.2026.11435099openalex-snapshot
Scale as Condition: A Conditional Transformer for Motor Imagery Decoding
inferred← citeshttps://doi.org/10.1109/cac.2018.8623624openalex-snapshot
A Comparative Study of Different Feature Extraction Methods for Motor Imagery EEG Decoding within the Same Upper Extremity
inferred← citeshttps://doi.org/10.1109/cbs55922.2023.10115382openalex-snapshot
Methods for Performance Improvement in Recurrent Rehabilitative Brain Computer Interface Applications*
inferred← citeshttps://doi.org/10.1109/ceccc56460.2022.10069731openalex-snapshot
Deep Learning for Meditation’s Impact on Brain-Computer Interface Performance
inferred← citeshttps://doi.org/10.1109/cme55444.2022.10063304openalex-snapshot
Investigation of physiological characteristics and coupling mechanism between EMG and EEG in motor intensity tasks
inferred← citeshttps://doi.org/10.1109/comsnets48256.2020.9027409openalex-snapshot
Understanding Functional Brain Activation using Source Localization of EEG Signals in Motor Imagery Tasks
inferred← citeshttps://doi.org/10.1109/cyber46603.2019.9066492openalex-snapshot
Research Progress of Rehabilitation Exoskeletal Robot and Evaluation Methodologies Based on Bioelectrical Signals
inferred← citeshttps://doi.org/10.1109/cyberneticscom55287.2022.9865463openalex-snapshot
Method of Electroencephalography Electrode Selection for Motor Imagery Application
inferred← citeshttps://doi.org/10.1109/eecsi.2018.8752894openalex-snapshot
Narrow Window Feature Extraction for EEG-Motor Imagery Classification using k-NN and Voting Scheme
inferred← citeshttps://doi.org/10.1109/embc.2016.7591740openalex-snapshot
Multi-direction hand movement classification using EEG-based source space analysis
inferred← citeshttps://doi.org/10.1109/embc.2017.8037480openalex-snapshot
Decoding complex imagery hand gestures
inferred← citeshttps://doi.org/10.1109/embc.2018.8512184openalex-snapshot
Analysis and Classification for EEG Patterns of Force Motor Imagery Using Movement Related Cortical Potentials
inferred← citeshttps://doi.org/10.1109/embc.2018.8513190openalex-snapshot
Graph-based Dimensionality Reduction of EEG Signals via Functional Clustering and Total Variation Measure for BCI Systems
inferred← citeshttps://doi.org/10.1109/embc.2019.8857674openalex-snapshot
Reconstructing Degree of Forearm Rotation from Imagined movements for BCI-based Robot Hand Control
inferred← citeshttps://doi.org/10.1109/embc40787.2023.10340364openalex-snapshot
Feasibility of Using Source-Level Brain Computer Interface for People with Multiple Sclerosis
inferred← citeshttps://doi.org/10.1109/embc40787.2023.10341052openalex-snapshot
EEG Cortical Source Feature based Hand Kinematics Decoding using Residual CNN-LSTM Neural Network
inferred← citeshttps://doi.org/10.1109/embc44109.2020.9176001openalex-snapshot
Siamese Neural Networks for EEG-based Brain-computer Interfaces
inferred← citeshttps://doi.org/10.1109/embc46164.2021.9630837openalex-snapshot
The Paradigm Design of a Novel 2-class Unilateral Upper Limb Motor Imagery Tasks and its EEG Signal Classification
inferred← citeshttps://doi.org/10.1109/embc53108.2024.10781532openalex-snapshot
Role of Scalp EEG Brain Connectivity in Motor Imagery Decoding for BCI Applications
inferred← citeshttps://doi.org/10.1109/embc53108.2024.10782038openalex-snapshot
Evaluation of EEG and MEG responses during Fine Motor Imagery from the same limb
inferred← citeshttps://doi.org/10.1109/embc53108.2024.10782286openalex-snapshot
Exploring Novel Practical Approach to Post-Stroke Upper-Limb Neurorehabilitation Based on Complex Motor Imagery Tasks
inferred← citeshttps://doi.org/10.1109/embc53108.2024.10782967openalex-snapshot
EEG Pattern Comparison and Classification Performance of Motor Imagery Between Supernumerary and Inherent Limbs
inferred← citeshttps://doi.org/10.1109/globalsip.2017.8309109openalex-snapshot
Adaptive dimensionality reduction method using graph-based spectral decomposition for motor imagery-based brain-computer interfaces
inferred← citeshttps://doi.org/10.1109/globalsip.2018.8646445openalex-snapshot
IMPROVING THE PERFORMANCE OF MOTOR IMAGERY EEG-BASED BCIS VIA AN ADAPTIVE EPOCH TRIMMING MECHANISM
inferred← citeshttps://doi.org/10.1109/iaecst64597.2024.11117898openalex-snapshot
Spatiotemporal Filtering Bank for Decoding Motor Imagery EEG Signals
inferred← citeshttps://doi.org/10.1109/icassp.2017.7952294openalex-snapshot
EEG source imaging assists decoding in a face recognition task
inferred← citeshttps://doi.org/10.1109/icassp.2018.8461374openalex-snapshot
A Bayesian Framework to Optimize Double Band Spectra Spatial Filters for Motor Imagery Classification
inferred← citeshttps://doi.org/10.1109/icassp.2018.8461909openalex-snapshot
Motor Imagery for Eeg Biometrics Using Convolutional Neural Network
inferred← citeshttps://doi.org/10.1109/icawst.2018.8517173openalex-snapshot
A Hybrid Brain Computer Interface Driven by Motor Imagery of Right Hand Versus Right Forearm
inferred← citeshttps://doi.org/10.1109/icbip66535.2025.11284536openalex-snapshot
Contrasting EEG Signatures of Unilateral Motor Imagery Versus Execution: A Spectral and Spatial Feature Analysis
inferred← citeshttps://doi.org/10.1109/iccsp.2017.8286364openalex-snapshot
Detecting P300 potential for speller BCI
inferred← citeshttps://doi.org/10.1109/icdsp.2018.8631798openalex-snapshot
Beamformer Source Estimation Improves Accuracy of Motor-Imagery-based Brain Computer Interface
inferred← citeshttps://doi.org/10.1109/ichms59971.2024.10555763openalex-snapshot
An Intuitive Real-Time Brain Control Interface based on Motor Imagery and Execution
inferred← citeshttps://doi.org/10.1109/icma.2018.8484716openalex-snapshot
Classification of Motor Imagery Tasks in Source Domain
inferred← citeshttps://doi.org/10.1109/icmlas64557.2025.10968343openalex-snapshot
Development of EEG-Based Prosthetic Limb for Paraplegic and Quadriplegic Patients
inferred← citeshttps://doi.org/10.1109/icpr56361.2022.9956610openalex-snapshot
Spatio-Temporal Analysis of Transformer based Architecture for Attention Estimation from EEG
inferred← citeshttps://doi.org/10.1109/icra.2017.7989260openalex-snapshot
Design of an SSVEP-based BCI system with visual servo module for a service robot to execute multiple tasks
inferred← citeshttps://doi.org/10.1109/icra.2018.8460197openalex-snapshot
FaNeuRobot: A Framework for Robot and Prosthetics Control Using the NeuCube Spiking Neural Network Architecture and Finite Automata Theory
inferred← citeshttps://doi.org/10.1109/ictc58733.2023.10393170openalex-snapshot
Extraction of Motor Imagery for Operation of UAV Communication Systems
inferred← citeshttps://doi.org/10.1109/ijcnn60899.2024.10651226openalex-snapshot
CASTNet: Cycle-Consistent Attention-based Network for Decoding Open/Close Hand Movement Attempts using EEG
inferred← citeshttps://doi.org/10.1109/iros51168.2021.9636079openalex-snapshot
Mind Control of a Service Robot with Visual Servoing
inferred← citeshttps://doi.org/10.1109/isbi45749.2020.9098522openalex-snapshot
Walking Imagery Evaluation Based on Multi-view Features and Stacked Denoising Auto-encoder Network
inferred← citeshttps://doi.org/10.1109/ism.2017.15openalex-snapshot
Performance Evaluation of Walking Imagery Training Based on Virtual Environment in Brain-Computer Interfaces
inferred← citeshttps://doi.org/10.1109/ist.2018.8577096openalex-snapshot
EEG based method for the decoding of complex arm motor imagery tasks
inferred← citeshttps://doi.org/10.1109/iww-bci.2017.7858154openalex-snapshot
Detecting and tracking multiple directional movements in EEG based BCI
inferred← citeshttps://doi.org/10.1109/iww-bci.2018.8311535openalex-snapshot
Deep recurrent spatio-temporal neural network for motor imagery based BCI
inferred← citeshttps://doi.org/10.1109/iww-bci.2019.8737333openalex-snapshot
A Hybrid MI-SSVEP based Brain Computer Interface for Potential Upper Limb Neurorehabilitation: A Pilot Study
inferred← citeshttps://doi.org/10.1109/jbhi.2019.2922976openalex-snapshot
To Explore the Potentials of Independent Component Analysis in Brain-Computer Interface of Motor Imagery
inferred← citeshttps://doi.org/10.1109/jbhi.2023.3278747openalex-snapshot
Multi-Class Classification of Upper Limb Movements With Filter Bank Task-Related Component Analysis
inferred← citeshttps://doi.org/10.1109/jbhi.2024.3452701openalex-snapshot
EEG Characteristic Comparison of Motor Imagery Between Supernumerary and Inherent Limb: Sixth-Finger MI Enhances the ERD Pattern and Classification Performance
inferred← citeshttps://doi.org/10.1109/jbhi.2025.3588350openalex-snapshot
Explaining E/MEG Source Imaging and Beyond: An Updated Review
inferred← citeshttps://doi.org/10.1109/jbhi.2025.3624298openalex-snapshot
ML-TGNet: A Multi-Level Topology Guidance Network for Motor Imagery Decoding
inferred← citeshttps://doi.org/10.1109/mlsp.2017.8168178openalex-snapshot
Information theoretic feature projection for single-trial brain-computer interfaces
inferred← citeshttps://doi.org/10.1109/msmc.2017.2778458openalex-snapshot
EEG Source Imaging of Movement Decoding: The State of the Art and Future Directions
inferred← citeshttps://doi.org/10.1109/ner.2017.8008439openalex-snapshot
An EEG study on hand force imagery for brain-computer interfaces
inferred← citeshttps://doi.org/10.1109/ner.2019.8716967openalex-snapshot
On Source Space Resolution in EEG Brain Imaging for Motor Imagery
inferred← citeshttps://doi.org/10.1109/ner49283.2021.9441169openalex-snapshot
Improving Movement-Related Cortical Potential Detection at the EEG Source Domain
inferred← citeshttps://doi.org/10.1109/rbme.2024.3449790openalex-snapshot
Non-Invasive Brain-Computer Interfaces: State of the Art and Trends
inferred← citeshttps://doi.org/10.1109/robio64047.2024.10907411openalex-snapshot
Enhancement Effect of ERD Activation Based on Multi-limb Cooperation Motor Imagery Compared with Inherent Limbs
inferred← citeshttps://doi.org/10.1109/smc.2016.7844662openalex-snapshot
A novel supervised locality sensitive Factor analysis to classify voluntary hand movement in multi direction using EEG source space
inferred← citeshttps://doi.org/10.1109/smc.2017.8122952openalex-snapshot
Ternary ECOC classifiers coupled with optimized spatio-spectral patterns for multiclass motor imagery classification
inferred← citeshttps://doi.org/10.1109/ssd52085.2021.9429518openalex-snapshot
Comparison of LORETA and CSP for Brain-Computer Interface Applications
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