Cuntai Guan
Orcid: 0000-0002-0872-3276Affiliations:
- Nanyang Technological University, School of Computer Science and Engineering, Singapore
- Southeast University, Nanjing, China (PhD 1993)
According to our database1,
Cuntai Guan
authored at least 299 papers
between 1993 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2018, "For contributions to brain-computer interfaces and applications".
Timeline
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Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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on ntu.edu.sg
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on orcid.org
On csauthors.net:
Bibliography
2024
IEEE Trans. Biomed. Eng., August, 2024
LGGNet: Learning From Local-Global-Graph Representations for Brain-Computer Interface.
IEEE Trans. Neural Networks Learn. Syst., July, 2024
MASA-TCN: Multi-Anchor Space-Aware Temporal Convolutional Neural Networks for Continuous and Discrete EEG Emotion Recognition.
IEEE J. Biomed. Health Informatics, July, 2024
Machine Learning Technique Reveals Intrinsic EEG Connectivity Characteristics of Patients With Mild Stroke During Cognitive Task Performing.
IEEE Trans. Cogn. Dev. Syst., February, 2024
Leveraging temporal dependency for cross-subject-MI BCIs by contrastive learning and self-attention.
Neural Networks, 2024
Subject-independent meta-learning framework towards optimal training of EEG-based classifiers.
Neural Networks, 2024
Aggregating intrinsic information to enhance BCI performance through federated learning.
Neural Networks, 2024
Revealing the spatiotemporal brain dynamics of covert speech compared with overt speech: A simultaneous EEG-fMRI study.
NeuroImage, 2024
CoRR, 2024
CoRR, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
2023
Tensor-CSPNet: A Novel Geometric Deep Learning Framework for Motor Imagery Classification.
IEEE Trans. Neural Networks Learn. Syst., December, 2023
Self-Supervised Contrastive Representation Learning for Semi-Supervised Time-Series Classification.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2023
Enhancing the confidence of deep learning classifiers via interpretable saliency maps.
Neurocomputing, December, 2023
μ-STAR: A novel framework for spatio-temporal M/EEG source imaging optimized by microstates.
NeuroImage, November, 2023
Neural Networks, July, 2023
IEEE Trans. Biomed. Eng., June, 2023
OCTAve: 2D En Face Optical Coherence Tomography Angiography Vessel Segmentation in Weakly-Supervised Learning With Locality Augmentation.
IEEE Trans. Biomed. Eng., June, 2023
LE-UDA: Label-Efficient Unsupervised Domain Adaptation for Medical Image Segmentation.
IEEE Trans. Medical Imaging, March, 2023
Video Based Cocktail Causal Container for Blood Pressure Classification and Blood Glucose Prediction.
IEEE J. Biomed. Health Informatics, February, 2023
ADAST: Attentive Cross-Domain EEG-Based Sleep Staging Framework With Iterative Self-Training.
IEEE Trans. Emerg. Top. Comput. Intell., February, 2023
IEEE Trans. Biomed. Eng., 2023
Quantifying Explainability of Saliency Methods in Deep Neural Networks With a Synthetic Dataset.
IEEE Trans. Artif. Intell., 2023
IEEE Trans. Affect. Comput., 2023
TSception: Capturing Temporal Dynamics and Spatial Asymmetry From EEG for Emotion Recognition.
IEEE Trans. Affect. Comput., 2023
SemiGNN-PPI: Self-Ensembling Multi-Graph Neural Network for Efficient and Generalizable Protein-Protein Interaction Prediction.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
MTDN: Learning Multiple Temporal Dynamics Representation for Emotional Valence Classification with EEG.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Continuous Erroneous Feedback Processing during Deviation from the Road within a 2D Steering Task.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Score-Based Data Generation for EEG Spatial Covariance Matrices: Towards Boosting BCI Performance.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Gait Pattern Recognition Based on Supervised Contrastive Learning Between EEG and EMG.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
GIGN: Learning Graph-in-graph Representations of EEG Signals for Continuous Emotion Recognition.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the Computer Analysis of Images and Patterns, 2023
2022
Spatio-Spectral Feature Representation for Motor Imagery Classification Using Convolutional Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2022
Robust Traffic Prediction From Spatial-Temporal Data Based on Conditional Distribution Learning.
IEEE Trans. Cybern., 2022
Design a Novel BCI for Neurorehabilitation Using Concurrent LFP and EEG Features: A Case Study.
IEEE Trans. Biomed. Eng., 2022
MIN2Net: End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification.
IEEE Trans. Biomed. Eng., 2022
Pattern Recognit., 2022
ME-PLAN: A deep prototypical learning with local attention network for dynamic micro-expression recognition.
Neural Networks, 2022
Brain-Controlled Multi-Robot at Servo-Control Level Based on Nonlinear Model Predictive Control.
Complex Syst. Model. Simul., 2022
CoRR, 2022
Graph Neural Networks on SPD Manifolds for Motor Imagery Classification: A Perspective from the Time-Frequency Analysis.
CoRR, 2022
Improving Deep Neural Network Classification Confidence using Heatmap-based eXplainable AI.
CoRR, 2022
Online Adaptive CNN: a Session-to-session Transfer Learning Approach for Non-stationary EEG.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
ACT-NET: Asymmetric Co-Teacher Network for Semi-Supervised Memory-Efficient Medical Image Segmentation.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
MMGL: Multi-Scale Multi-View Global-Local Contrastive Learning for Semi-Supervised Cardiac Image Segmentation.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Continuous Emotion Recognition using Visual-audio-linguistic Information: A Technical Report for ABAW3.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
MS-MT: Multi-scale Mean Teacher with Contrastive Unpaired Translation for Cross-Modality Vestibular Schwannoma and Cochlea Segmentation.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2022
2021
IEEE Trans. Neural Networks Learn. Syst., 2021
Generative Adversarial Networks-Based Data Augmentation for Brain-Computer Interface.
IEEE Trans. Neural Networks Learn. Syst., 2021
DSAL: Deeply Supervised Active Learning From Strong and Weak Labelers for Biomedical Image Segmentation.
IEEE J. Biomed. Health Informatics, 2021
Decoding Single-Hand and Both-Hand Movement Directions From Noninvasive Neural Signals.
IEEE Trans. Biomed. Eng., 2021
Adaptive transfer learning for EEG motor imagery classification with deep Convolutional Neural Network.
Neural Networks, 2021
Neural Networks, 2021
IEEE Internet Things J., 2021
fMRI-SI-STBF: An fMRI-informed Bayesian electromagnetic spatio-temporal extended source imaging.
Neurocomputing, 2021
Neurorehabilitation From a Distance: Can Intelligent Technology Support Decentralized Access to Quality Therapy?
Frontiers Robotics AI, 2021
CoRR, 2021
Adversarial Domain Adaptation with Self-Training for EEG-based Sleep Stage Classification.
CoRR, 2021
LGGNet: Learning from Local-Global-Graph Representations for Brain-Computer Interface.
CoRR, 2021
TSception: Capturing Temporal Dynamics and Spatial Asymmetry from EEG for Emotion Recognition.
CoRR, 2021
CoRR, 2021
A Pilot Study on Visually-Stimulated Cognitive Tasks for EEG-Based Dementia Recognition Using Frequency and Time Features.
CoRR, 2021
CoRR, 2021
MT-UDA: Towards Unsupervised Cross-modality Medical Image Segmentation with Limited Source Labels.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Performance Evaluation of Compressed Deep CNN for Motor Imagery Classification using EEG.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Hierarchical Consistency Regularized Mean Teacher for Semi-supervised 3D Left Atrium Segmentation.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Learning Generalized Representations of EEG between Multiple Cognitive Attention Tasks.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
Subject-Independent Brain-Computer Interfaces Based on Deep Convolutional Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2020
A Context-Aware Locality Measure for Inlier Pool Enrichment in Stepwise Image Registration.
IEEE Trans. Image Process., 2020
Assessment of the Efficacy of EEG-Based MI-BCI With Visual Feedback and EEG Correlates of Mental Fatigue for Upper-Limb Stroke Rehabilitation.
IEEE Trans. Biomed. Eng., 2020
IEEE Trans. Biomed. Eng., 2020
Generalization on the Enhancement of Layerwise Relevance Interpretability of Deep Neural Network.
CoRR, 2020
IEEE Consumer Electron. Mag., 2020
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020
Optimizing Filter-bank Canonical Correlation Analysis for fast response SSVEP Brain-Computer Interface (BCI).
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Effects of Stimulus Spatial Resolution on SSVEP Responses under Overt and Covert Attention.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Generalizability of EEG-based Mental Attention Modeling with Multiple Cognitive Tasks.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
A Multi-view CNN with Novel Variance Layer for Motor Imagery Brain Computer Interface.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Brain MRI-based 3D Convolutional Neural Networks for Classification of Schizophrenia and Controls.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Interpreting mechanisms of prediction for skin cancer diagnosis using multi-task learning.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Proceedings of the 8th International Winter Conference on Brain-Computer Interface, 2020
2019
Enhancing the Extraction of Interpretable Information for Ischemic Stroke Imaging from Deep Neural Networks.
CoRR, 2019
CoRR, 2019
A review on EMG-based motor intention prediction of continuous human upper limb motion for human-robot collaboration.
Biomed. Signal Process. Control., 2019
EEG Representation in Deep Convolutional Neural Networks for Classification of Motor Imagery.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019
Improving the Performance of SSVEP BCI with Short Response Time by Temporal Alignments Enhanced CCA.
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019
Intracortical Activity decoding of motor imagery based on Deep Convolutional Neural Network: a Pilot Study.
Proceedings of the 8th Graz Brain-Computer Interface Conference 2019, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2019
Three-class Motor Imagery Classification Based on FBCSP Combined with Voting Mechanism.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2019
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019
2018
Learning Temporal Information for Brain-Computer Interface Using Convolutional Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2018
Robust Nonlinear Causality Analysis of Nonstationary Multivariate Physiological Time Series.
IEEE Trans. Biomed. Eng., 2018
Int. J. Crowd Sci., 2018
A Study of SSVEP Responses in Case of Overt and Covert Visual Attention with Different View Angles.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018
Neural Indexes of Attention Extracted from EEG Correlate with Elderly Reaction Time in response to an Attentional Task.
Proceedings of the 3rd International Conference on Crowd Science and Engineering, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Quantitative EEG as Biomarkers for the Monitoring of Post-Stroke Motor Recovery in BCI and tDCS Rehabilitation.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Differential Amplitude of Low-Frequency Fluctuations in brain networks after BCI Training with and without tDCS in Stroke.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018
A Single-Trial Event-Related Potential Estimation Based on Independent Component Analysis and Kalman Smoother.
Proceedings of the 2018 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2018
2017
IEEE Trans. Neural Networks Learn. Syst., 2017
A New Variational Method for Bias Correction and Its Applications to Rodent Brain Extraction.
IEEE Trans. Medical Imaging, 2017
Automatic EEG Artifact Removal Techniques by Detecting Influential Independent Components.
IEEE Trans. Emerg. Top. Comput. Intell., 2017
IEEE Trans. Biomed. Eng., 2017
Facilitating motor imagery-based brain-computer interface for stroke patients using passive movement.
Neural Comput. Appl., 2017
Effects of transcranial direct current stimulation on the motor-imagery brain-computer interface for stroke recovery: An EEG source-space study.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017
Convolutional neural network-based transfer learning and knowledge distillation using multi-subject data in motor imagery BCI.
Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017
A comparison of DTI pre-processing tools on a dataset of chronic subcortical stroke rehabilitation patients.
Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017
Use of wavelet transform coefficients for spike detection for a Robust Intracortical Brain Machine Interface.
Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017
Proceedings of the From Vision to Reality, 2017
Boosting performance in brain-machine interface by classifier-level fusion based on accumulative training models from multi-day data.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Personalized features for attention detection in children with Attention Deficit Hyperactivity Disorder.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the 5th International Winter Conference on Brain-Computer Interface, 2017
2016
IEEE Comput. Intell. Mag., 2016
A novel supervised locality sensitive Factor analysis to classify voluntary hand movement in multi direction using EEG source space.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016
Proceedings of the Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and Functional Imaging, San Diego, California, United States, 27 February, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Adaptation in motor imagery brain-computer interfaces and its implication in rehabilitation.
Proceedings of the 4th International Winter Conference on Brain-Computer Interface, 2016
2015
Cluster-Based Analysis for Personalized Stress Evaluation Using Physiological Signals.
IEEE J. Biomed. Health Informatics, 2015
Proc. IEEE, 2015
Proceedings of the 2015 IEEE International Conference on Systems, 2015
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015
Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015
Fast TVL1-L2 MR image reconstruction using variable splitting and accelerated alternating direction method with adaptive restart.
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015
Proceedings of the 23rd European Signal Processing Conference, 2015
An ocular artefacts correction method for discriminative EEG analysis based on logistic regression.
Proceedings of the 23rd European Signal Processing Conference, 2015
Reduction in time-to-sleep through EEG based brain state detection and audio stimulation.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
On the use of convolutional neural networks and augmented CSP features for multi-class motor imagery of EEG signals classification.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Frame-based compressive sensing MR image reconstruction with balanced regularization.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Combining firing rate and spike-train synchrony features in the decoding of motor cortical activity.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 3rd International Winter Conference on Brain-Computer Interface, 2015
A measurement of motor recovery for motor imagery-based BCI using EEG coherence analysis.
Proceedings of the 10th International Conference on Information, 2015
Proceedings of the 10th International Conference on Information, 2015
Proceedings of the 10th International Conference on Information, 2015
2014
Mutual information-based optimization of sparse spatio-spectral filters in brain-computer interface.
Neural Comput. Appl., 2014
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014
Proceedings of the 2014 IEEE Ninth International Conference on Intelligent Sensors, 2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Spatio-temporal variations in hand movement trajectory based brain activation patterns.
Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Detection of variations in cognitive workload using multi-modality physiological sensors and a large margin unbiased regression machine.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Cortical activation of passive hand movement using Haptic Knob: A preliminary multi-channel fNIRS study.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Selection of effective EEG channels in brain computer interfaces based on inconsistencies of classifiers.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
On the asynchronously continuous control of mobile robot movement by motor cortical spiking activity.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Spatial filter adaptation based on the divergence framework for motor imagery EEG classification.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Discriminative channel addition and reduction for filter bank common spatial pattern in motor imagery BCI.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Single-trial classification of NIRS data from prefrontal cortex during working memory tasks.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Proceedings of the 2014 International Winter Workshop on Brain-Computer Interface, 2014
2013
IEEE Trans. Neural Networks Learn. Syst., 2013
Optimizing Spatial Filters by Minimizing Within-Class Dissimilarities in Electroencephalogram-Based Brain-Computer Interface.
IEEE Trans. Neural Networks Learn. Syst., 2013
EEG-Based Classification of Fast and Slow Hand Movements Using Wavelet-CSP Algorithm.
IEEE Trans. Biomed. Eng., 2013
IEEE Trans. Biomed. Eng., 2013
Discriminative Learning of Propagation and Spatial Pattern for Motor Imagery EEG Analysis.
Neural Comput., 2013
EEG Data Space Adaptation to Reduce Intersession Nonstationarity in Brain-Computer Interface.
Neural Comput., 2013
Hand Movement Trajectory Reconstruction from EEG for Brain-Computer Interface Systems.
Proceedings of the IEEE International Conference on Systems, 2013
Maximum dependency and minimum redundancy-based channel selection for motor imagery of walking EEG signal detection.
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Feature consistency-based model adaptation in session-to-session classification: A study using motor imagery of swallow EEG signals.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Motor imagery BCI for upper limb stroke rehabilitation: An evaluation of the EEG recordings using coherence analysis.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Optimizing low-frequency common spatial pattern features for multi-class classification of hand movement directions.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Improving session-to-session transfer performance of motor imagery-based BCI using adaptive extreme learning machine.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
A clinical study of motor imagery BCI performance in stroke by including calibration data from passive movement.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
A novel hand strength assessment method integrated into haptic knob for stroke rehabilitation.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Rehabilitation and Assistive Technologies, 2013
Neural representation and identification of reaching targets by spike trains in motor cortex.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence, 2013
Navigation in a virtual environment using multiclass motor imagery Brain-Computer Interface.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence, 2013
Proceedings of the International Winter Workshop on Brain-Computer Interface, 2013
2012
Mutual information-based selection of optimal spatial-temporal patterns for single-trial EEG-based BCIs.
Pattern Recognit., 2012
Expert Syst. Appl., 2012
Dynamic initiation and dual-tree complex wavelet feature-based classification of motor imagery of swallow EEG signals.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
A modified Wavelet-Common Spatial Pattern method for decoding hand movement directions in brain computer interfaces.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Seizure detection based on spatiotemporal correlation and frequency regularity of scalp EEG.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Dynamically Weighted Classification with Clustering to tackle non-stationarity in Brain computer Interfacing.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Robust EEG channel selection across sessions in brain-computer interface involving stroke patients.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Extracting and selecting discriminative features from high density NIRS-based BCI for numerical cognition.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Iterative clustering and support vectors-based high-confidence query selection for motor imagery EEG signals classification.
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Artifact correction with robust statistics for non-stationary intracranial pressure signal monitoring.
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the Neural Information Processing - 19th International Conference, 2012
Cluster impurity and forward-backward error maximization-based active learning for EEG signals classification.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Multi-frequency band common spatial pattern with sparse optimization in Brain-Computer Interface.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Extracting effective features from high density nirs-based BCI for assessing numerical cognition.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Prefrontal cortical activation during arithmetic processing differentiated by cultures: A preliminary fNIRS study.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Utilization of temporal information for intracranial pressure development trend forecasting in traumatic brain injury.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Online semi-supervised learning with KL distance weighting for Motor Imagery-based BCI.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Omitting the intra-session calibration in EEG-based brain computer interface used for stroke rehabilitation.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Transcranial direct current stimulation and EEG-based motor imagery BCI for upper limb stroke rehabilitation.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
IEEE Trans. Neural Networks, 2011
Regularizing Common Spatial Patterns to Improve BCI Designs: Unified Theory and New Algorithms.
IEEE Trans. Biomed. Eng., 2011
IEEE Trans. Biomed. Eng., 2011
Pattern Recognit., 2011
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Filter Bank Common Spatial Pattern (FBCSP) algorithm using online adaptive and semi-supervised learning.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Real coded GA-based SVM for motor imagery classification in a Brain-Computer Interface.
Proceedings of the 9th IEEE International Conference on Control and Automation, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
FAPOP: Feature analysis enhanced pseudo outer-product fuzzy rule identification system.
Proceedings of the FUZZ-IEEE 2011, 2011
Artificial neural network based intracranial pressure mean forecast algorithm for medical decision support.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
iSyNCC: An intelligent system for patient monitoring & clinical decision support in Neuro-Critical-Care.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Artifact removal for intracranial pressure monitoring signals: A robust solution with signal decomposition.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Composite Filter Bank Common Spatial Pattern for motor imagery-based Brain-Computer Interface.
Proceedings of the 2011 IEEE Symposium on Computational Intelligence, 2011
Proceedings of the 8th International Conference on Information, 2011
2010
Regularized Common Spatial Pattern With Aggregation for EEG Classification in Small-Sample Setting.
IEEE Trans. Biomed. Eng., 2010
An EEG-Based BCI System for 2-D Cursor Control by Combining Mu/Beta Rhythm and P300 Potential.
IEEE Trans. Biomed. Eng., 2010
Proceedings of the PRICAI 2010: Trends in Artificial Intelligence, 2010
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010
EEG signal separation for multi-class motor imagery using common spatial patterns based on Joint Approximate Diagonalization.
Proceedings of the International Joint Conference on Neural Networks, 2010
Application of rough set-based neuro-fuzzy system in NIRS-based BCI for assessing numerical cognition in classroom.
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
A Covariate Shift Minimisation Method to Alleviate Non-stationarity Effects for an Adaptive Brain-Computer Interface.
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
A Brain-Computer Interface for Mental Arithmetic Task from Single-Trial Near-Infrared Spectroscopy Brain Signals.
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Towards optimum linear transformation under zero-mean Gaussian mixtures for detection of motor imagery EEG.
Proceedings of the IEEE International Conference on Acoustics, 2010
Learning from other subjects helps reducing Brain-Computer Interface calibration time.
Proceedings of the IEEE International Conference on Acoustics, 2010
2009
A New Discriminative Common Spatial Pattern Method for Motor Imagery Brain-Computer Interfaces.
IEEE Trans. Biomed. Eng., 2009
IEEE Trans. Biomed. Eng., 2009
Discriminative FilterBank Selection and EEG Information Fusion for Brain Computer Interface.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
T2-HyFIS-yager: Type 2 hybrid neural fuzzy inference system realizing yager inference.
Proceedings of the FUZZ-IEEE 2009, 2009
2008
Equivalence Probability and Sparsity of Two Sparse Solutions in Sparse Representation.
IEEE Trans. Neural Networks, 2008
Asynchronous P300-Based Brain-Computer Interfaces: A Computational Approach With Statistical Models.
IEEE Trans. Biomed. Eng., 2008
A self-training semi-supervised SVM algorithm and its application in an EEG-based brain computer interface speller system.
Pattern Recognit. Lett., 2008
Joint feature re-extraction and classification using an iterative semi-supervised support vector machine algorithm.
Mach. Learn., 2008
Learning adaptive subject-independent P300 models for EEG-based brain-computer interfaces.
Proceedings of the International Joint Conference on Neural Networks, 2008
Proceedings of the International Joint Conference on Neural Networks, 2008
Proceedings of the International Joint Conference on Neural Networks, 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
HyFIS-Yager-gDIC: A Self-organizing Hybrid Neural Fuzzy Inference System Realizing Yager Inference.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008
Performance Evaluation and Fusion of Methods for Early Detection of Alzheimer Disease.
Proceedings of the 2008 International Conference on BioMedical Engineering and Informatics, 2008
2007
Temporal classification of multichannel near-infrared spectroscopy signals of motor imagery for developing a brain-computer interface.
NeuroImage, 2007
EURASIP J. Adv. Signal Process., 2007
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007
A Self-Training Semi-Supervised Support Vector Machine Algorithm and its Applications in Brain Computer Interface.
Proceedings of the IEEE International Conference on Acoustics, 2007
Feature Selection Based on Fisher Ratio and Mutual Information Analyses for Robust Brain Computer Interface.
Proceedings of the IEEE International Conference on Acoustics, 2007
2006
Probability Estimation for Recoverability Analysis of Blind Source Separation Based on Sparse Representation.
IEEE Trans. Inf. Theory, 2006
An Extended EM Algorithm for Joint Feature Extraction and Classification in Brain-Computer Interfaces.
Neural Comput., 2006
Signal processing for brain-computer interface: enhance feature extraction and classification.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Analysis of Source Sparsity and Recoverability for SCA Based Blind Source Separation.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
A Semi-supervised SVM Learning Algorithm for Joint Feature Extraction and Classification in Brain Computer Interfaces.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Electrocorticographic signal classification based on time-frequency decomposition and nonparametric statistical modeling.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
2004
Proceedings of the 17th International Conference on Pattern Recognition, 2004
2003
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003
2002
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002
1997
Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997
1993
Direct modulation on LPC coefficients with application to speech enhancement and improving the performance of speech recognition in noise.
Proceedings of the IEEE International Conference on Acoustics, 1993