Kai Keng Ang
Orcid: 0000-0002-3053-6311
According to our database1,
Kai Keng Ang
authored at least 135 papers
between 2000 and 2023.
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Bibliography
2023
Functional activity of the caudate mediates the relation between early childhood microstructural variations and elevated metabolic syndrome scores.
NeuroImage, September, 2023
Application of EEG-based Passive Mental Fatigue Detection Model to an Active Fatigue Task.
Proceedings of the 11th International IEEE/EMBS Conference on Neural Engineering, 2023
Improving Common Spatial Patterns in Brain-Computer Interface Using Dynamic Time Warping and EEG Normalization.
Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023
Generative sEMG Deep Learning for Early Prediction of Locomotion with Small Training Datasets.
Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023
Synchronizing Motor Imagery Cue in fNIRS Brain-Computer Interface to reduce confounding effects of respiration.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Brain Criticality EEG analysis for tracking neurodevelopment from Childhood to Adolescence.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
2022
IEEE Trans. Affect. Comput., 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
Information sparseness in cortical microelectrode channels while decoding movement direction using an artificial neural network.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
2021
Generative Adversarial Networks-Based Data Augmentation for Brain-Computer Interface.
IEEE Trans. Neural Networks Learn. Syst., 2021
CoRR, 2021
Wireless Multi-sensor Physio-Motion Measurement and Synchronization System and Method for HRI Research.
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
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
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
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
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019
2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
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
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 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
IEEE Trans. Neural Networks Learn. Syst., 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
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
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
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
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
Proc. IEEE, 2015
Dynamic screening of autistic children in various mental states using pattern of connectivity between brain regions.
Appl. Soft Comput., 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
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
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
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
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014
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
Proceedings of the 2014 International Winter Workshop on Brain-Computer Interface, 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
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
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
Proceedings of the 2013 IEEE Symposium on Computational Intelligence, 2013
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
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
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
IEEE Trans. Neural Networks, 2011
IEEE Trans. Biomed. Eng., 2011
Proceedings of the 2011 International Joint Conference on Neural Networks, 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
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
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
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
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
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009
Proceedings of the International Joint Conference on Neural Networks, 2009
2008
Proceedings of the International Joint Conference on Neural Networks, 2008
2006
IEEE Trans. Neural Networks, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
2005
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
Neural Networks, 2002
2000
IEEE Trans. Syst. Man Cybern. Part B, 2000