Cuntai Guan

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.

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Investigation on Robustness of EEG-based Brain-Computer Interfaces.

[BibT_eX]

[DOI]

Aarthy Nagarajan

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

A Context-Aware Locality Measure for Inlier Pool Enrichment in Stepwise Image Registration.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Deshmukh Arun Vishwanath

Lester Hon Lum Yam

Deshan Kumar Rajeswaran

IEEE Trans. Biomed. Eng., 2020

Brain-Computer Interface-Based Soft Robotic Glove Rehabilitation for Stroke.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2020

Quantifying Explainability of Saliency Methods in Deep Neural Networks.

[BibT_eX]

[DOI]

Erico Tjoa

CoRR, 2020

Generalization on the Enhancement of Layerwise Relevance Interpretability of Deep Neural Network.

[BibT_eX]

[DOI]

Erico Tjoa

CoRR, 2020

A Brain-Computer Interface Framework Based on Compressive Sensing and Deep Learning.

[BibT_eX]

[DOI]

Ritu Ranjan Shrivastwa

IEEE Consumer Electron. Mag., 2020

Deep Multi-Task Learning for SSVEP Detection and Visual Response Mapping.

[BibT_eX]

[DOI]

Hong Jing Khok

Victor Teck Chang Koh

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).

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

TSception: A Deep Learning Framework for Emotion Detection Using EEG.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Emotion Recognition with Refined Labels for Deep Learning.

[BibT_eX]

[DOI]

Su Zhang

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Deep Learning for Neuroimaging Segmentation with a Novel Data Augmentation Strategy.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Aung Aung Phyo Wai

Maokang Dou

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.

[BibT_eX]

[DOI]

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Minimizing Hybrid Dice Loss for Highly Imbalanced 3D Neuroimage Segmentation.

[BibT_eX]

[DOI]

Yuhao Lu

Juan Helen Zhou

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Federated Transfer Learning for EEG Signal Classification.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Davide Coppola

Hwee Kuan Lee

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

BCI Facilitates the Improvement of Cognitive Functions in Children and Elderly.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

CoRR, 2019

Machine learning driven synthesis of few-layered WTe2.

[BibT_eX]

[DOI]

CoRR, 2019

A Survey on Explainable Artificial Intelligence (XAI): Towards Medical XAI.

[BibT_eX]

[DOI]

Erico Tjoa

CoRR, 2019

Machine learning-guided synthesis of advanced inorganic materials.

[BibT_eX]

[DOI]

CoRR, 2019

A review on EMG-based motor intention prediction of continuous human upper limb motion for human-robot collaboration.

[BibT_eX]

[DOI]

Luzheng Bi

Feleke Aberham Genetu

Biomed. Signal Process. Control., 2019

EEG Representation in Deep Convolutional Neural Networks for Classification of Motor Imagery.

[BibT_eX]

[DOI]

Seong-Whan Lee

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

A Comparative Study of Mental States in 2D and 3D Virtual Environments Using EEG.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019

Motor-Controlled Spindle (MCS) Detection for Primate in BCI System.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 8th Graz Brain-Computer Interface Conference 2019, 2019

Exploring Cortex Connectivity Signal in Sensory Response to Odors.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

A Framework on Optimization Strategy for EEG Motor Imagery Recognition.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Motor imagery signal classification based on transfer learning.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2019

Towards EEG Generation Using GANs for BCI Applications.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Siavash Sakhavi

Shuicheng Yan

IEEE Trans. Neural Networks Learn. Syst., 2018

Robust Nonlinear Causality Analysis of Nonstationary Multivariate Physiological Time Series.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2018

EEG predicts the attention level of elderly measured by RBANS.

[BibT_eX]

[DOI]

Int. J. Crowd Sci., 2018

A Study of SSVEP Responses in Case of Overt and Covert Visual Attention with Different View Angles.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Conference on Crowd Science and Engineering, 2018

Spectrum and Phase Adaptive CCA for SSVEP-based Brain Computer Interface.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

A Study of the Role of Attention in Classifying Covert and Overt Motor Activities.

[BibT_eX]

[DOI]

Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018

Motor Imagery EEG Recognition Based on FBCSP and PCA.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2018

2017

A Unified Fisher's Ratio Learning Method for Spatial Filter Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2017

A New Variational Method for Bias Correction and Its Applications to Rodent Brain Extraction.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2017

Automatic EEG Artifact Removal Techniques by Detecting Influential Independent Components.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., 2017

Discriminative Ocular Artifact Correction for Feature Learning in EEG Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2017

Facilitating motor imagery-based brain-computer interface for stroke patients using passive movement.

[BibT_eX]

[DOI]

Gopal Joseph Ephraim Joseph

Kok Soon Phua

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Siavash Sakhavi

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.

[BibT_eX]

[DOI]

Zhongkang Lu

Weimin Huang

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.

[BibT_eX]

[DOI]

Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017

The P300 BCI: on its Way to End-Users?

[BibT_eX]

[DOI]

Andrea Kübler

Klaus-Robert Müller

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.

[BibT_eX]

[DOI]

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Stop state classification in intracortical brain-machine-interface.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Detecting and tracking multiple directional movements in EEG based BCI.

[BibT_eX]

[DOI]

Proceedings of the 5th International Winter Conference on Brain-Computer Interface, 2017

2016

Computational Intelligence for Brain Computer Interface [Guest Editorial].

[BibT_eX]

[DOI]

Hussein A. Abbass

Kay Chen Tan

IEEE Comput. Intell. Mag., 2016

A novel supervised locality sensitive Factor analysis to classify voluntary hand movement in multi direction using EEG source space.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

High-resolution in vivo Wistar rodent brain atlas based on T1 weighted image.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and Functional Imaging, San Diego, California, United States, 27 February, 2016

Multiway analysis of EEG artifacts based on Block Term Decomposition.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Adaptive decoding using local field potentials in a brain-machine interface.

[BibT_eX]

[DOI]

Rosa Q. So

Camilo Libedinsky

Wee Chiek Clement Lim

Kyaw Kyar Toe

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Multi-direction hand movement classification using EEG-based source space analysis.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 4th International Winter Conference on Brain-Computer Interface, 2016

2015

Cluster-Based Analysis for Personalized Stress Evaluation Using Physiological Signals.

[BibT_eX]

[DOI]

Qianli Xu

Tin Lay Nwe

IEEE J. Biomed. Health Informatics, 2015

Brain-Computer Interface for Neurorehabilitation of Upper Limb After Stroke.

[BibT_eX]

[DOI]

Proc. IEEE, 2015

Cortical Source Localization for Analysing Single-Trial Motor Imagery EEG.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Systems, 2015

Motor cortical adaptation induced by closed-loop BCI.

[BibT_eX]

[DOI]

Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Neural representations of movement intentions during brain-controlled self-motion.

[BibT_eX]

[DOI]

Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Towards improvement of MI-BCI performance of subjects with BCI deficiency.

[BibT_eX]

[DOI]

Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Stress level detection using double-layer subband filter.

[BibT_eX]

[DOI]

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

On robust extraction of pulse transit time from multimodal pulsatile signals.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

Parallel convolutional-linear neural network for motor imagery classification.

[BibT_eX]

[DOI]

Siavash Sakhavi

Shuicheng Yan

Proceedings of the 23rd European Signal Processing Conference, 2015

An ocular artefacts correction method for discriminative EEG analysis based on logistic regression.

[BibT_eX]

[DOI]

Proceedings of the 23rd European Signal Processing Conference, 2015

Reduction in time-to-sleep through EEG based brain state detection and audio stimulation.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

EC-PC spike detection for high performance brain-computer interface.

[BibT_eX]

[DOI]

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Combining EPI and motion correction for fMRI human brain images with big motion.

[BibT_eX]

[DOI]

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

An analysis on driver drowsiness based on reaction time and EEG band power.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Brain-computer interface and its applications in cognitive training.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Information, 2015

Shrinkage estimator based regularization for EEG motor imagery classification.

[BibT_eX]

[DOI]

H. Vikram Shenoy

Proceedings of the 10th International Conference on Information, 2015

Spatial filter subspace optimization based on mutual information.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Information, 2015

2014

Mutual information-based optimization of sparse spatio-spectral filters in brain-computer interface.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2014

Quality assessment of EEG signals based on statistics of signal fluctuations.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

A BCI speller based on SSVEP using high frequency stimuli design.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Evaluation of EEG features during overt visual attention during neurofeedback game.

[BibT_eX]

[DOI]

Kavitha P. Thomas

Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Information processing of optical sensor data in ambient applications.

[BibT_eX]

[DOI]

Jit Biswas

Maniyeri Jayachandran

Zhihao Chen

Proceedings of the 2014 IEEE Ninth International Conference on Intelligent Sensors, 2014

Spatial filter adaptation based on geodesic-distance for motor EEG classification.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Spatio-temporal variations in hand movement trajectory based brain activation patterns.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

Heart rate estimation from FBG sensors using cepstrum analysis and sensor fusion.

[BibT_eX]

[DOI]

Victor Foo Siang Fook

Emily Hao Jianzhong

Maniyeri Jayachandran

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.

[BibT_eX]

[DOI]

Maniyeri Jayachandran

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Automatic sleep onset detection using single EEG sensor.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Juanhong Yu

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Brain-computer interface for neurorehabilitation: Looking beyond upper limbs.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Winter Workshop on Brain-Computer Interface, 2014

2013

Bayesian Learning for Spatial Filtering in an EEG-Based Brain-Computer Interface.

[BibT_eX]

[DOI]

Huijuan Yang

IEEE Trans. Neural Networks Learn. Syst., 2013

Optimizing Spatial Filters by Minimizing Within-Class Dissimilarities in Electroencephalogram-Based Brain-Computer Interface.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2013

EEG-Based Classification of Fast and Slow Hand Movements Using Wavelet-CSP Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2013

Quantifying Limb Movements in Epileptic Seizures Through Color-Based Video Analysis.

[BibT_eX]

[DOI]

Derrick Wei Shih Chan

IEEE Trans. Biomed. Eng., 2013

Discriminative Learning of Propagation and Spatial Pattern for Motor Imagery EEG Analysis.

[BibT_eX]

[DOI]

Neural Comput., 2013

EEG Data Space Adaptation to Reduce Intersession Nonstationarity in Brain-Computer Interface.

[BibT_eX]

[DOI]

Neural Comput., 2013

Brain-Computer Interface in Stroke Rehabilitation.

[BibT_eX]

[DOI]

J. Comput. Sci. Eng., 2013

eT2FIS: An Evolving Type-2 Neural Fuzzy Inference System.

[BibT_eX]

[DOI]

Inf. Sci., 2013

Hand Movement Trajectory Reconstruction from EEG for Brain-Computer Interface Systems.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Neural decoding of movement targets by unsorted spike trains.

[BibT_eX]

[DOI]

Zhiming Xu

Proceedings of the IEEE International Conference on Acoustics, 2013

Error entropy based adaptive kernel classification for non-stationary EEG analysis.

[BibT_eX]

[DOI]

Sidath Ravindra Liyanage

Proceedings of the IEEE International Conference on Acoustics, 2013

Joint spatial-temporal filter design for analysis of motor imagery EEG.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Christina Tang Ka Yin

Longjiang Zhou

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.

[BibT_eX]

[DOI]

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Design of an online EEG based neurofeedback game for enhancing attention and memory.

[BibT_eX]

[DOI]

Kavitha P. Thomas

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Estimation of glance from EEG for cursor control.

[BibT_eX]

[DOI]

Tele Tan

Jan Philipp Hakenberg

Gopal Joseph Ephraim Joseph

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Symposium on Computational Intelligence, 2013

Navigation in a virtual environment using multiclass motor imagery Brain-Computer Interface.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Symposium on Computational Intelligence, 2013

Brain-computer interface for stroke rehabilitation with clinical studies.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Pattern Recognit., 2012

SoHyFIS-Yager: A self-organizing Yager based Hybrid neural Fuzzy Inference System.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2012

Dynamic initiation and dual-tree complex wavelet feature-based classification of motor imagery of swallow EEG signals.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Traffic modeling and identification using a Self-adaptive Fuzzy Inference Network.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Seizure detection based on spatiotemporal correlation and frequency regularity of scalp EEG.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Sidath Ravindra Liyanage

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Asymmetric Spatial Pattern for EEG-based emotion detection.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Juanhong Yu

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Online ICP forecast for patients with traumatic brain injury.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Artifact correction with robust statistics for non-stationary intracranial pressure signal monitoring.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Cross-Subject Classification of Speaking Modes Using fNIRS.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 19th International Conference, 2012

Cluster impurity and forward-backward error maximization-based active learning for EEG signals classification.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Fast emotion detection from EEG using asymmetric spatial filtering.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Multi-frequency band common spatial pattern with sparse optimization in Brain-Computer Interface.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Extracting effective features from high density nirs-based BCI for assessing numerical cognition.

[BibT_eX]

[DOI]

Juanhong Yu

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Prefrontal cortical activation during arithmetic processing differentiated by cultures: A preliminary fNIRS study.

[BibT_eX]

[DOI]

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Impact of obstructive sleep apnea on sleep-wake stage ratio.

[BibT_eX]

[DOI]

Andrew Keong Ng

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Speaking mode recognition from functional Near Infrared Spectroscopy.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011

Optimum Spatio-Spectral Filtering Network for Brain-Computer Interface.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2011

SaFIN: A Self-Adaptive Fuzzy Inference Network.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2011

Regularizing Common Spatial Patterns to Improve BCI Designs: Unified Theory and New Algorithms.

[BibT_eX]

[DOI]

Fabien Lotte

IEEE Trans. Biomed. Eng., 2011

Optimizing the Channel Selection and Classification Accuracy in EEG-Based BCI.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2011

A linear discriminant analysis method based on mutual information maximization.

[BibT_eX]

[DOI]

Pattern Recognit., 2011

Filter Bank Feature Combination (FBFC) approach for brain-computer interface.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Conference on Control and Automation, 2011

Spatially sparsed Common Spatial Pattern to improve BCI performance.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

FAPOP: Feature analysis enhanced pseudo outer-product fuzzy rule identification system.

[BibT_eX]

[DOI]

Proceedings of the FUZZ-IEEE 2011, 2011

Artificial neural network based intracranial pressure mean forecast algorithm for medical decision support.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Calibrating EEG-based motor imagery brain-computer interface from passive movement.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE Symposium on Computational Intelligence, 2011

A Wavelet-CSP method to classify hand movement directions in EEG based BCI system.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Information, 2011

2010

Regularized Common Spatial Pattern With Aggregation for EEG Classification in Small-Sample Setting.

[BibT_eX]

[DOI]

Haiping Lu

How-Lung Eng

Konstantinos N. Plataniotis

Anastasios N. Venetsanopoulos

IEEE Trans. Biomed. Eng., 2010

An EEG-Based BCI System for 2-D Cursor Control by Combining Mu/Beta Rhythm and P300 Potential.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2010

An Evolving Type-2 Neural Fuzzy Inference System.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2010: Trends in Artificial Intelligence, 2010

A Study on the impact of spectral variability in brain-computer interface.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Sidath Ravindra Liyanage

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.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2010

An Information Theoretic Linear Discriminant Analysis Method.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Spatially Regularized Common Spatial Patterns for EEG Classification.

[BibT_eX]

[DOI]

Fabien Lotte

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

Learning from other subjects helps reducing Brain-Computer Interface calibration time.

[BibT_eX]

[DOI]

Fabien Lotte

Proceedings of the IEEE International Conference on Acoustics, 2010

2009

A New Discriminative Common Spatial Pattern Method for Motor Imagery Brain-Computer Interfaces.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2009

Voxel Selection in fMRI Data Analysis Based on Sparse Representation.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2009

Discriminative FilterBank Selection and EEG Information Fusion for Brain Computer Interface.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009

Learning EEG-based Spectral-spatial Patterns for Attention Level Measurement.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009

Voxel selection in fMRI data analysis: A sparse representation method.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2009

T2-HyFIS-yager: Type 2 hybrid neural fuzzy inference system realizing yager inference.

[BibT_eX]

[DOI]

Proceedings of the FUZZ-IEEE 2009, 2009

2008

Equivalence Probability and Sparsity of Two Sparse Solutions in Sparse Representation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2008

Asynchronous P300-Based Brain-Computer Interfaces: A Computational Approach With Statistical Models.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2008

A self-training semi-supervised SVM algorithm and its application in an EEG-based brain computer interface speller system.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2008

Joint feature re-extraction and classification using an iterative semi-supervised support vector machine algorithm.

[BibT_eX]

[DOI]

Mach. Learn., 2008

Learning adaptive subject-independent P300 models for EEG-based brain-computer interfaces.

[BibT_eX]

[DOI]

Shijian Lu

Proceedings of the International Joint Conference on Neural Networks, 2008

An EEG-based BCI system for 2D cursor control.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2008

Filter Bank Common Spatial Pattern (FBCSP) in Brain-Computer Interface.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2008

Subject-independent brain computer interface through boosting.

[BibT_eX]

[DOI]

Shijian Lu

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.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

Performance Evaluation and Fusion of Methods for Early Detection of Alzheimer Disease.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

NeuroImage, 2007

Controlling a Wheelchair Indoors Using Thought.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2007

Expectation-Maximization Method for EEG-Based Continuous Cursor Control.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2007

Brainy Communicator.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

Feature Selection Based on Fisher Ratio and Mutual Information Analyses for Robust Brain Computer Interface.

[BibT_eX]

[DOI]

Tran Huy Dat

Proceedings of the IEEE International Conference on Acoustics, 2007

2006

Probability Estimation for Recoverability Analysis of Blind Source Separation Based on Sparse Representation.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2006

An Extended EM Algorithm for Joint Feature Extraction and Classification in Brain-Computer Interfaces.

[BibT_eX]

[DOI]

Neural Comput., 2006

Signal processing for brain-computer interface: enhance feature extraction and classification.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

A Kernel-based Signal Localization Method for NIRS Brain-computer Interfaces.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Analysis of Source Sparsity and Recoverability for SCA Based Blind Source Separation.

[BibT_eX]

[DOI]

Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006

Media Communication Center Using Brain Computer Interface.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

An Effective BCI Speller Based on Semi-supervised Learning.

[BibT_eX]

[DOI]

Huiqi Li

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Tran Huy Dat

Louis Shue

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2004

High Accuracy Classification of EEG Signal.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Pattern Recognition, 2004

2003

On unit analysis for Cantonese corpus-based TTS.

[BibT_eX]

[DOI]

Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

2002

Equivalent node-based speech grammar optimization.

[BibT_eX]

[DOI]

Min Zhang

Haizhou Li

Proceedings of the 2002 International Symposium on Chinese Spoken Language Processing, 2002

Likelihood probability mismatch analysis and normalization in multilingual speech applications.

[BibT_eX]

[DOI]

Bin Ma

Haizhou Li

Proceedings of the 2002 International Symposium on Chinese Spoken Language Processing, 2002

Multilingual speech recognition with language identification.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

1998

Optimization of Parameter Tying for Chinese Acoustic Modeling.

[BibT_eX]

[DOI]

Proceedings of the 1998 International Symposium on Chinese Spoken Language Processing, 1998

Data-driven Acoustic Modeling Approach for Chinese LVCSR.

[BibT_eX]

[DOI]

Proceedings of the 1998 International Symposium on Chinese Spoken Language Processing, 1998

1997

A space transformation approach for robust speech recognition in noisy environments.

[BibT_eX]

[DOI]

Shu-hung Leung

Wing Hong Lau

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.

[BibT_eX]

[DOI]