Kai Keng Ang

According to our database1, Kai Keng Ang authored at least 120 papers between 2000 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

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

Brain-Computer Interface-Based Soft Robotic Glove Rehabilitation for Stroke.
IEEE Trans. Biomed. Eng., 2020

Investigating different stress-relief methods using Electroencephalogram (EEG).
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Prefrontal Cortical Activation While Doing Mindfulness Task: a Pilot Functional Near-Infrared Spectroscopy Study.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Decoding movement direction from cortical microelectrode recordings using an LSTM-based neural network.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

EEG-based Emotion Recognition Using Spatial-Temporal Representation via Bi-GRU.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Weighted Transfer Learning of Dynamic Time Warped Data for Motor Imagery based Brain Computer Interfaces.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
A Subject-to-subject Transfer Learning Framework Based on Jensen-Shannon Divergence for Improving Brain-computer Interface.
Proceedings of the IEEE International Conference on Acoustics, 2019

Image-based Motor Imagery EEG Classification using Convolutional Neural Network.
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

Rapid Detection of Inactive Channels during Multi-unit Intracranial Recordings.
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

Towards EEG Generation Using GANs for BCI Applications.
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

2018
Spectrum and Phase Adaptive CCA for SSVEP-based Brain Computer Interface.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Modeling EEG-based Motor Imagery with Session to Session Online Adaptation.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

EEG Channel Selection Based on Correlation Coefficient for Motor Imagery Classification: A Study on Healthy Subjects and ALS Patient.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Robust Local Field Potential-based Neural Decoding by Actively Selecting Discriminative Channels.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Increased Theta Oscillations During Motor Imagery in a Subject with Late-stage ALS.
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

Data Space Adaptation for Multiclass Motor Imagery-based BCI.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

EEG-based discrimination of different cognitive workload levels from mental arithmetic.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017
A Unified Fisher's Ratio Learning Method for Spatial Filter Optimization.
IEEE Trans. Neural Networks Learn. Syst., 2017

Discriminative Ocular Artifact Correction for Feature Learning in EEG Analysis.
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

Binary classification of hand movement directions from EEG using wavelet phase-locking.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Prefrontal cortical activation while viewing urban and garden scenes: A pilot fNIRS study.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 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

Stop state classification in intracortical brain-machine-interface.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Reject option to reduce false prediction rates for EEG-motor imagery based BCI.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Correlation of reaction time and EEG log bandpower from dry frontal electrodes in a passive fatigue driving simulation experiment.
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

2016
ieRSPOP: A novel incremental rough set-based pseudo outer-product with ensemble learning.
Appl. Soft Comput., 2016

Adaptive decoding using local field potentials in a brain-machine interface.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
Brain-Computer Interface for Neurorehabilitation of Upper Limb After Stroke.
Proc. IEEE, 2015

Dynamic screening of autistic children in various mental states using pattern of connectivity between brain regions.
Appl. Soft Comput., 2015

Motor cortical adaptation induced by closed-loop BCI.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Neural representations of movement intentions during brain-controlled self-motion.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Towards improvement of MI-BCI performance of subjects with BCI deficiency.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

An ocular artefacts correction method for discriminative EEG analysis based on logistic regression.
Proceedings of the 23rd European Signal Processing Conference, 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

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

A measurement of motor recovery for motor imagery-based BCI using EEG coherence analysis.
Proceedings of the 10th International Conference on Information, 2015

Determining mechanical and electromyographical reaction time in a BCI driving fatigue experiment.
Proceedings of the 10th International Conference on Information, 2015

Spatial filter subspace optimization based on mutual information.
Proceedings of the 10th International Conference on Information, 2015

2014
ERNN: A Biologically Inspired Feedforward Neural Network to Discriminate Emotion From EEG Signal.
IEEE Trans. Neural Networks Learn. Syst., 2014

Mutual information-based optimization of sparse spatio-spectral filters in brain-computer interface.
Neural Comput. Appl., 2014

Quality assessment of EEG signals based on statistics of signal fluctuations.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Spatial filter adaptation based on geodesic-distance for motor EEG classification.
Proceedings of the 2014 International Joint Conference on Neural Networks, 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

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

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

Brain-Computer Interface in Stroke Rehabilitation.
J. Comput. Sci. Eng., 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

Neural decoding of movement targets by unsorted spike trains.
Proceedings of the IEEE International Conference on Acoustics, 2013

Error entropy based adaptive kernel classification for non-stationary EEG analysis.
Proceedings of the IEEE International Conference on Acoustics, 2013

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

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

Spatial filter design based on re-estimated projection matrices.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence, 2013

Connectivity pattern modeling of motor imagery EEG.
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

2012
Mutual information-based selection of optimal spatial-temporal patterns for single-trial EEG-based BCIs.
Pattern Recognit., 2012

Supervised Pseudo Self-Evolving Cerebellar algorithm for generating fuzzy membership functions.
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

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

Asymmetric Spatial Pattern for EEG-based emotion detection.
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

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

Cluster impurity and forward-backward error maximization-based active learning for EEG signals classification.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Fast emotion detection from EEG using asymmetric spatial filtering.
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

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
Optimum Spatio-Spectral Filtering Network for Brain-Computer Interface.
IEEE Trans. Neural Networks, 2011

Optimizing the Channel Selection and Classification Accuracy in EEG-Based BCI.
IEEE Trans. Biomed. Eng., 2011

A Brain-Computer Interface for classifying EEG correlates of chronic mental stress.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

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

Spatially sparsed Common Spatial Pattern to improve BCI performance.
Proceedings of the IEEE International Conference on Acoustics, 2011

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

A Wavelet-CSP method to classify hand movement directions in EEG based BCI system.
Proceedings of the 8th International Conference on Information, 2011

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

An Information Theoretic Linear Discriminant Analysis Method.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

EEG-based Emotion Recognition Using Self-Organizing Map for Boundary Detection.
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

A synergy of econometrics and computational methods (GARCH-RNFS) for volatility forecasting.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
Rough Set-Based Neuro-Fuzzy System.
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

A New Discriminative Common Spatial Pattern Method for Motor Imagery Brain-Computer Interfaces.
IEEE Trans. Biomed. Eng., 2009

Learning EEG-based Spectral-spatial Patterns for Attention Level Measurement.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009

Affective computation on EEG correlates of emotion from musical and vocal stimuli.
Proceedings of the International Joint Conference on Neural Networks, 2009

2008
Filter Bank Common Spatial Pattern (FBCSP) in Brain-Computer Interface.
Proceedings of the International Joint Conference on Neural Networks, 2008

2006
Stock Trading Using RSPOP: A Novel Rough Set-Based Neuro-Fuzzy Approach.
IEEE Trans. Neural Networks, 2006

Rough set-based neuro-fuzzy system.
Proceedings of the International Joint Conference on Neural Networks, 2006

2005
RSPOP: Rough Set-Based Pseudo Outer-Product Fuzzy Rule Identification Algorithm.
Neural Comput., 2005

Stock trading using PSEC and RSPOP: a novel evolving rough set-based neuro-fuzzy approach.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

2003
POPFNN-CRI(S): pseudo outer product based fuzzy neural network using the compositional rule of inference and singleton fuzzifier.
IEEE Trans. Syst. Man Cybern. Part B, 2003

2002
MCMAC-CVT: a novel on-line associative memory based CVT transmission control system.
Neural Networks, 2002

2000
Improved MCMAC with momentum, neighborhood, and averaged trapezoidal output.
IEEE Trans. Syst. Man Cybern. Part B, 2000


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