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ORCIDCuntai Guan
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- affiliation: Nanyang Technological University, School of Computer Science and Engineering, Singapore
- affiliation (PhD 1993): Southeast University, Nanjing, China
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2020 – today
- 2024
[j85]Wei Zhang
, Muyun Jiang, Kok Ann Colin Teo, Raghavan Bhuvanakantham, Laiguan Fong, Wei Khang Jeremy Sim, Zhiwei Guo, Chuan Huat Vince Foo, Rong Hui Jonathan Chua, Parasuraman Padmanabhan, Victoria Leong, Jia Lu, Balázs Gulyás, Cuntai Guan:
Revealing the spatiotemporal brain dynamics of covert speech compared with overt speech: A simultaneous EEG-fMRI study. NeuroImage 293: 120629 (2024)- [j84]Rui Liu, Yuanyuan Chen, Anran Li, Yi Ding, Han Yu, Cuntai Guan:
Aggregating intrinsic information to enhance BCI performance through federated learning. Neural Networks 172: 106100 (2024) - [j83]Han Wei Ng, Cuntai Guan:
Subject-independent meta-learning framework towards optimal training of EEG-based classifiers. Neural Networks 172: 106108 (2024) - [j82]Hao Sun, Yi Ding, Jianzhu Bao, Ke Qin, Chengxuan Tong, Jing Jin, Cuntai Guan:
Leveraging temporal dependency for cross-subject-MI BCIs by contrastive learning and self-attention. Neural Networks 178: 106470 (2024) - [j81]Shurui Li, Ian Daly, Cuntai Guan, Andrzej Cichocki, Jing Jin:
Inter-participant transfer learning with attention based domain adversarial training for P300 detection. Neural Networks 180: 106655 (2024) - [j80]Mengru Xu, Zhao Feng, Sujie Wang, Hui Gao, Jiaye Cai, Biwen Wu, Huaying Cai, Yi Sun, Cuntai Guan, Yu Sun, Xuchen Qi:
Machine Learning Technique Reveals Intrinsic EEG Connectivity Characteristics of Patients With Mild Stroke During Cognitive Task Performing. IEEE Trans. Cogn. Dev. Syst. 16(1): 232-242 (2024) - [j79]Zhiya Wang, Xue Pan, Zhen Mei, Zhifei Xu, Yudan Lv, Yuan Zhang, Cuntai Guan:
ECGAN-Assisted ResT-Net Based on Fuzziness for OSA Detection. IEEE Trans. Biomed. Eng. 71(8): 2518-2527 (2024) - [j78]Yi Ding, Su Zhang, Chuangao Tang, Cuntai Guan:
MASA-TCN: Multi-Anchor Space-Aware Temporal Convolutional Neural Networks for Continuous and Discrete EEG Emotion Recognition. IEEE J. Biomed. Health Informatics 28(7): 3953-3964 (2024) - [j77]Yi Ding, Neethu Robinson, Chengxuan Tong, Qiuhao Zeng, Cuntai Guan:
LGGNet: Learning From Local-Global-Graph Representations for Brain-Computer Interface. IEEE Trans. Neural Networks Learn. Syst. 35(7): 9773-9786 (2024) - [c201]Ce Ju, Reinmar J. Kobler, Liyao Tang, Cuntai Guan, Motoaki Kawanabe:
Deep Geodesic Canonical Correlation Analysis for Covariance-Based Neuroimaging Data. ICLR 2024 - [c200]Kairui Hu, Ming Yan, Wen Haw Chong, Yong Keong Yap, Cuntai Guan, Joey Tianyi Zhou, Ivor W. Tsang:
Ladder-of-Thought: Using Knowledge as Steps to Elevate Stance Detection. IJCNN 2024: 1-8 - [c199]Han Wei Ng, Kavitha P. Thomas, Neethu Robinson, Aung Aung Phyo Wai, Leran Jenny Liang, Nishka Khendry, Aarthy Nagarajan, Cuntai Guan:
CASTNet: Cycle-Consistent Attention-based Network for Decoding Open/Close Hand Movement Attempts using EEG. IJCNN 2024: 1-10 - [c198]Ziyuan Zhao, Fen Fang, Xulei Yang, Qianli Xu, Cuntai Guan, S. Kevin Zhou:
See, Predict, Plan: Diffusion for Procedure Planning in Robotic Surgical Videos. MICCAI (6) 2024: 553-563 - [c197]Ruixuan Zhang, Wenhuan Lu, Cuntai Guan, Jie Gao, Xi Wei, Xuewei Li:
SHAN: Shape Guided Network for Thyroid Nodule Ultrasound Cross-Domain Segmentation. MICCAI (4) 2024: 732-741 - [i45]Yi Ding, Yong Li, Hao Sun, Rui Liu, Chengxuan Tong, Cuntai Guan:
EEG-Deformer: A Dense Convolutional Transformer for Brain-computer Interfaces. CoRR abs/2405.00719 (2024) - [i44]Yi Ding, Chengxuan Tong, Shuailei Zhang, Muyun Jiang, Yong Li, Kevin Lim Jun Liang, Cuntai Guan:
EmT: A Novel Transformer for Generalized Cross-subject EEG Emotion Recognition. CoRR abs/2406.18345 (2024) - 2023
- [j76]Erico Tjoa, Hong Jing Khok, Tushar Chouhan, Cuntai Guan:
Enhancing the confidence of deep learning classifiers via interpretable saliency maps. Neurocomputing 562: 126825 (2023) - [j75]Zhao Feng, Sujie Wang, Linze Qian, Mengru Xu, Kuijun Wu, Ioannis Kakkos, Cuntai Guan, Yu Sun:
μ-STAR: A novel framework for spatio-temporal M/EEG source imaging optimized by microstates. NeuroImage 282: 120372 (2023) - [j74]Jianbo Chen, Yangsong Zhang, Yudong Pan, Peng Xu, Cuntai Guan:
A transformer-based deep neural network model for SSVEP classification. Neural Networks 164: 521-534 (2023) - [j73]Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Xiaoli Li, Cuntai Guan:
Self-Supervised Contrastive Representation Learning for Semi-Supervised Time-Series Classification. IEEE Trans. Pattern Anal. Mach. Intell. 45(12): 15604-15618 (2023) - [j72]Tao Xu, Hongtao Wang, Guanyong Lu, Feng Wan, Mengqi Deng, Peng Qi, Anastasios Bezerianos, Cuntai Guan, Yu Sun:
E-Key: An EEG-Based Biometric Authentication and Driving Fatigue Detection System. IEEE Trans. Affect. Comput. 14(2): 864-877 (2023) - [j71]Yi Ding, Neethu Robinson, Su Zhang, Qiuhao Zeng, Cuntai Guan:
TSception: Capturing Temporal Dynamics and Spatial Asymmetry From EEG for Emotion Recognition. IEEE Trans. Affect. Comput. 14(3): 2238-2250 (2023) - [j70]Erico Tjoa, Cuntai Guan:
Quantifying Explainability of Saliency Methods in Deep Neural Networks With a Synthetic Dataset. IEEE Trans. Artif. Intell. 4(4): 858-870 (2023) - [j69]Weijie Fei, Luzheng Bi, Jiarong Wang, Shengchao Xia, Xinan Fan, Cuntai Guan:
Effects of Cognitive Distraction on Upper Limb Movement Decoding From EEG Signals. IEEE Trans. Biomed. Eng. 70(1): 166-174 (2023) - [j68]Ke Liu, Qin Lai, Peiyang Li, Zhuliang Yu, Bin Xiao, Cuntai Guan, Wei Wu:
Robust Bayesian Estimation of EEG-Based Brain Causality Networks. IEEE Trans. Biomed. Eng. 70(6): 1879-1890 (2023) - [j67]Amrest Chinkamol, Vetit Kanjaras, Phattarapong Sawangjai, Yitian Zhao, Thapanun Sudhawiyangkul, Chantana Chantrapornchai, Cuntai Guan, Theerawit Wilaiprasitporn:
OCTAve: 2D En Face Optical Coherence Tomography Angiography Vessel Segmentation in Weakly-Supervised Learning With Locality Augmentation. IEEE Trans. Biomed. Eng. 70(6): 1931-1942 (2023) - [j66]Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Xiaoli Li, Cuntai Guan:
ADAST: Attentive Cross-Domain EEG-Based Sleep Staging Framework With Iterative Self-Training. IEEE Trans. Emerg. Top. Comput. Intell. 7(1): 210-221 (2023) - [j65]Chuanhao Zhang, Emil Jovanov, Hongen Liao, Yuan-Ting Zhang, Benny Lo, Yuan Zhang, Cuntai Guan:
Video Based Cocktail Causal Container for Blood Pressure Classification and Blood Glucose Prediction. IEEE J. Biomed. Health Informatics 27(2): 1118-1128 (2023) - [j64]Ziyuan Zhao, Fangcheng Zhou, Kaixin Xu, Zeng Zeng, Cuntai Guan, S. Kevin Zhou:
LE-UDA: Label-Efficient Unsupervised Domain Adaptation for Medical Image Segmentation. IEEE Trans. Medical Imaging 42(3): 633-646 (2023) - [j63]Ce Ju, Cuntai Guan:
Tensor-CSPNet: A Novel Geometric Deep Learning Framework for Motor Imagery Classification. IEEE Trans. Neural Networks Learn. Syst. 34(12): 10955-10969 (2023) - [c196]Han Wei Ng, Cuntai Guan:
Efficient Representation Learning for Inner Speech Domain Generalization. CAIP (1) 2023: 131-141 - [c195]Su Zhang, Ziyuan Zhao, Cuntai Guan:
Multimodal Continuous Emotion Recognition: A Technical Report for ABAW5. CVPR Workshops 2023: 5764-5769 - [c194]Yi Ding, Cuntai Guan:
GIGN: Learning Graph-in-graph Representations of EEG Signals for Continuous Emotion Recognition. EMBC 2023: 1-5 - [c193]Xi Fu, Cuntai Guan:
Gait Pattern Recognition Based on Supervised Contrastive Learning Between EEG and EMG. EMBC 2023: 1-4 - [c192]Ce Ju, Reinmar Josef Kobler, Cuntai Guan:
Score-Based Data Generation for EEG Spatial Covariance Matrices: Towards Boosting BCI Performance. EMBC 2023: 1-7 - [c191]Hannah S. Pulferer, Cuntai Guan, Gernot R. Müller-Putz:
Continuous Erroneous Feedback Processing during Deviation from the Road within a 2D Steering Task. EMBC 2023: 1-4 - [c190]Chengxuan Tong, Yi Ding, Kevin Junliang Lim, Cuntai Guan:
MTDN: Learning Multiple Temporal Dynamics Representation for Emotional Valence Classification with EEG. EMBC 2023: 1-4 - [c189]Ziyuan Zhao, Peisheng Qian, Xulei Yang, Zeng Zeng, Cuntai Guan, Tam Wai Leong, Xiaoli Li:
SemiGNN-PPI: Self-Ensembling Multi-Graph Neural Network for Efficient and Generalizable Protein-Protein Interaction Prediction. IJCAI 2023: 4984-4992 - [i43]Su Zhang, Ziyuan Zhao, Cuntai Guan:
Multimodal Continuous Emotion Recognition: A Technical Report for ABAW5. CoRR abs/2303.10335 (2023) - [i42]Ziyuan Zhao, Kaixin Xu, Huai Zhe Yeo, Xulei Yang, Cuntai Guan:
MS-MT: Multi-Scale Mean Teacher with Contrastive Unpaired Translation for Cross-Modality Vestibular Schwannoma and Cochlea Segmentation. CoRR abs/2303.15826 (2023) - [i41]Xinliang Zhou, Chenyu Liu, Liming Zhai, Ziyu Jia, Cuntai Guan, Yang Liu:
Interpretable and Robust AI in EEG Systems: A Survey. CoRR abs/2304.10755 (2023) - [i40]Ziyuan Zhao, Fangcheng Zhou, Zeng Zeng, Cuntai Guan, S. Kevin Zhou:
Meta-hallucinator: Towards Few-Shot Cross-Modality Cardiac Image Segmentation. CoRR abs/2305.06978 (2023) - [i39]Ziyuan Zhao, Peisheng Qian, Xulei Yang, Zeng Zeng, Cuntai Guan, Tam Wai Leong, Xiaoli Li:
SemiGNN-PPI: Self-Ensembling Multi-Graph Neural Network for Efficient and Generalizable Protein-Protein Interaction Prediction. CoRR abs/2305.08316 (2023) - [i38]Rui Liu, Yuanyuan Chen, Anran Li, Yi Ding, Han Yu, Cuntai Guan:
Aggregating Intrinsic Information to Enhance BCI Performance through Federated Learning. CoRR abs/2308.11636 (2023) - [i37]Yi Ding, Su Zhang, Chuangao Tang, Cuntai Guan:
MASA-TCN: Multi-anchor Space-aware Temporal Convolutional Neural Networks for Continuous and Discrete EEG Emotion Recognition. CoRR abs/2308.16207 (2023) - 2022
- [j62]Zhenge Yang, Luzheng Bi, Weiming Chi, Haonan Shi, Cuntai Guan:
Brain-Controlled Multi-Robot at Servo-Control Level Based on Nonlinear Model Predictive Control. Complex Syst. Model. Simul. 2(4): 307-321 (2022) - [j61]Sirui Zhao, Huaying Tang, Shifeng Liu, Yangsong Zhang, Hao Wang, Tong Xu, Enhong Chen, Cuntai Guan:
ME-PLAN: A deep prototypical learning with local attention network for dynamic micro-expression recognition. Neural Networks 153: 427-443 (2022) - [j60]Su Zhang, Chuangao Tang, Cuntai Guan:
Visual-to-EEG cross-modal knowledge distillation for continuous emotion recognition. Pattern Recognit. 130: 108833 (2022) - [j59]Zhao Feng, Yi Sun, Linze Qian, Yu Qi, Yueming Wang, Cuntai Guan, Yu Sun:
Design a Novel BCI for Neurorehabilitation Using Concurrent LFP and EEG Features: A Case Study. IEEE Trans. Biomed. Eng. 69(5): 1554-1563 (2022) - [j58]Phairot Autthasan, Rattanaphon Chaisaen, Thapanun Sudhawiyangkul, Phurin Rangpong, Suktipol Kiatthaveephong, Nat Dilokthanakul, Gun Bhakdisongkhram, Huy Phan, Cuntai Guan, Theerawit Wilaiprasitporn:
MIN2Net: End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification. IEEE Trans. Biomed. Eng. 69(6): 2105-2118 (2022) - [j57]Zeng Zeng, Wei Zhao, Peisheng Qian, Yingjie Zhou, Ziyuan Zhao, Cen Chen, Cuntai Guan:
Robust Traffic Prediction From Spatial-Temporal Data Based on Conditional Distribution Learning. IEEE Trans. Cybern. 52(12): 13458-13471 (2022) - [j56]Ji-Seon Bang, Min-Ho Lee, Siamac Fazli, Cuntai Guan, Seong-Whan Lee:
Spatio-Spectral Feature Representation for Motor Imagery Classification Using Convolutional Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 33(7): 3038-3049 (2022) - [c188]Ziyuan Zhao, Kaixin Xu, Huai Zhe Yeo, Xulei Yang, Cuntai Guan:
MS-MT: Multi-scale Mean Teacher with Contrastive Unpaired Translation for Cross-Modality Vestibular Schwannoma and Cochlea Segmentation. BrainLes@MICCAI (2) 2022: 68-78 - [c187]Su Zhang, Ruyi An, Yi Ding, Cuntai Guan:
Continuous Emotion Recognition using Visual-audio-linguistic Information: A Technical Report for ABAW3. CVPR Workshops 2022: 2375-2380 - [c186]Ziyuan Zhao, Wenjing Lu, Zeng Zeng, Kaixin Xu, Bharadwaj Veeravalli, Cuntai Guan:
Self-supervised Assisted Active Learning for Skin Lesion Segmentation. EMBC 2022: 5043-5046 - [c185]Ziyuan Zhao, Jinxuan Hu, Zeng Zeng, Xulei Yang, Peisheng Qian, Bharadwaj Veeravalli, Cuntai Guan:
MMGL: Multi-Scale Multi-View Global-Local Contrastive Learning for Semi-Supervised Cardiac Image Segmentation. ICIP 2022: 401-405 - [c184]Ziyuan Zhao, Andong Zhu, Zeng Zeng, Bharadwaj Veeravalli, Cuntai Guan:
ACT-NET: Asymmetric Co-Teacher Network for Semi-Supervised Memory-Efficient Medical Image Segmentation. ICIP 2022: 1426-1430 - [c183]Xi Fu, Liming Zhao, Cuntai Guan:
MATN: Multi-model Attention Network for Gait Prediction from EEG. IJCNN 2022: 1-8 - [c182]Chengxuan Tong, Yi Ding, Kevin Junliang Lim, Zhuo Zhang, Haihong Zhang, Cuntai Guan:
TESANet: Self-attention network for olfactory EEG classification. IJCNN 2022: 1-7 - [c181]Ziyuan Zhao, Fangcheng Zhou, Zeng Zeng, Cuntai Guan, S. Kevin Zhou:
Meta-hallucinator: Towards Few-Shot Cross-Modality Cardiac Image Segmentation. MICCAI (5) 2022: 128-139 - [c180]Shuailei Zhang, Dezhi Zheng, Ning Tang, Effie Chew, Rosary Yuting Lim, Kai Keng Ang, Cuntai Guan:
Online Adaptive CNN: a Session-to-session Transfer Learning Approach for Non-stationary EEG. SSCI 2022: 164-170 - [i36]Erico Tjoa, Hong Jing Khok, Tushar Chouhan, Cuntai Guan:
Improving Deep Neural Network Classification Confidence using Heatmap-based eXplainable AI. CoRR abs/2201.00009 (2022) - [i35]Ce Ju, Cuntai Guan:
Deep Optimal Transport on SPD Manifolds for Domain Adaptation. CoRR abs/2201.05745 (2022) - [i34]Ce Ju, Cuntai Guan:
Tensor-CSPNet: A Novel Geometric Deep Learning Framework for Motor Imagery Classification. CoRR abs/2202.02472 (2022) - [i33]Ziyuan Zhao, Kaixin Xu, Shumeng Li, Zeng Zeng, Cuntai Guan:
MT-UDA: Towards Unsupervised Cross-modality Medical Image Segmentation with Limited Source Labels. CoRR abs/2203.12454 (2022) - [i32]Su Zhang, Ruyi An, Yi Ding, Cuntai Guan:
Continuous Emotion Recognition using Visual-audio-linguistic information: A Technical Report for ABAW3. CoRR abs/2203.13031 (2022) - [i31]Ziyuan Zhao, Wenjing Lu, Zeng Zeng, Kaixin Xu, Bharadwaj Veeravalli, Cuntai Guan:
Self-supervised Assisted Active Learning for Skin Lesion Segmentation. CoRR abs/2205.07021 (2022) - [i30]Ziyuan Zhao, Jinxuan Hu, Zeng Zeng, Xulei Yang, Peisheng Qian, Bharadwaj Veeravalli, Cuntai Guan:
MMGL: Multi-Scale Multi-View Global-Local Contrastive learning for Semi-supervised Cardiac Image Segmentation. CoRR abs/2207.01883 (2022) - [i29]Ziyuan Zhao, Andong Zhu, Zeng Zeng, Bharadwaj Veeravalli, Cuntai Guan:
ACT-Net: Asymmetric Co-Teacher Network for Semi-supervised Memory-efficient Medical Image Segmentation. CoRR abs/2207.01900 (2022) - [i28]Amrest Chinkamol, Vetit Kanjaras, Phattarapong Sawangjai, Yitian Zhao, Thapanun Sudhawiyangkul, Chantana Chantrapornchai, Cuntai Guan, Theerawit Wilaiprasitporn:
OCTAve: 2D en face Optical Coherence Tomography Angiography Vessel Segmentation in Weakly-Supervised Learning with Locality Augmentation. CoRR abs/2207.12238 (2022) - [i27]Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee Keong Kwoh, Xiaoli Li, Cuntai Guan:
Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification. CoRR abs/2208.06616 (2022) - [i26]Jianbo Chen, Yangsong Zhang, Yudong Pan, Peng Xu, Cuntai Guan:
A Transformer-based deep neural network model for SSVEP classification. CoRR abs/2210.04172 (2022) - [i25]Ce Ju, Cuntai Guan:
Graph Neural Networks on SPD Manifolds for Motor Imagery Classification: A Perspective from the Time-Frequency Analysis. CoRR abs/2211.02641 (2022) - [i24]Mengjiao Hu, Xudong Jiang, Kang Sim, Juan Helen Zhou, Cuntai Guan:
Decomposing 3D Neuroimaging into 2+1D Processing for Schizophrenia Recognition. CoRR abs/2211.11557 (2022) - [i23]Ziyuan Zhao, Fangcheng Zhou, Kaixin Xu, Zeng Zeng, Cuntai Guan, S. Kevin Zhou:
LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentation. CoRR abs/2212.02078 (2022) - 2021
- [j55]Olivier Lambercy, Rea Lehner, Karen Sui Geok Chua, Seng Kwee Wee, Deshan Kumar Rajeswaran, Christopher Wee Keong Kuah, Wei Tech Ang, Phyllis Liang, Domenico Campolo, Asif Hussain, Gabriel Aguirre-Ollinger, Cuntai Guan, Christoph M. Kanzler, Nicole Wenderoth, Roger Gassert:
Neurorehabilitation From a Distance: Can Intelligent Technology Support Decentralized Access to Quality Therapy? Frontiers Robotics AI 8: 612415 (2021) - [j54]Ke Liu, Zhu Liang Yu, Wei Wu, Xun Chen, Zhenghui Gu, Cuntai Guan:
fMRI-SI-STBF: An fMRI-informed Bayesian electromagnetic spatio-temporal extended source imaging. Neurocomputing 462: 14-30 (2021) - [j53]Bohan Yu, Yuxiang Wang, Kai Niu, Youwei Zeng, Tao Gu, Leye Wang, Cuntai Guan, Daqing Zhang:
WiFi-Sleep: Sleep Stage Monitoring Using Commodity Wi-Fi Devices. IEEE Internet Things J. 8(18): 13900-13913 (2021) - [j52]Kaishuo Zhang, Neethu Robinson, Seong-Whan Lee, Cuntai Guan:
Adaptive transfer learning for EEG motor imagery classification with deep Convolutional Neural Network. Neural Networks 136: 1-10 (2021) - [j51]Yangsong Zhang, Huan Cai, Li Nie, Peng Xu, Sirui Zhao, Cuntai Guan:
An end-to-end 3D convolutional neural network for decoding attentive mental state. Neural Networks 144: 129-137 (2021) - [j50]Jiarong Wang, Luzheng Bi, Weijie Fei, Cuntai Guan:
Decoding Single-Hand and Both-Hand Movement Directions From Noninvasive Neural Signals. IEEE Trans. Biomed. Eng. 68(6): 1932-1940 (2021) - [j49]Ziyuan Zhao, Zeng Zeng, Kaixin Xu, Cen Chen, Cuntai Guan:
DSAL: Deeply Supervised Active Learning From Strong and Weak Labelers for Biomedical Image Segmentation. IEEE J. Biomed. Health Informatics 25(10): 3744-3751 (2021) - [j48]Fatemeh Fahimi, Strahinja Dosen, Kai Keng Ang, Natalie Mrachacz-Kersting, Cuntai Guan:
Generative Adversarial Networks-Based Data Augmentation for Brain-Computer Interface. IEEE Trans. Neural Networks Learn. Syst. 32(9): 4039-4051 (2021) - [j47]Erico Tjoa, Cuntai Guan:
A Survey on Explainable Artificial Intelligence (XAI): Toward Medical XAI. IEEE Trans. Neural Networks Learn. Syst. 32(11): 4793-4813 (2021) - [c179]Yi Ding, Nigel Wei Jun Ang, Aung Aung Phyo Wai, Cuntai Guan:
Learning Generalized Representations of EEG between Multiple Cognitive Attention Tasks. EMBC 2021: 306-310 - [c178]R. Vishnupriya, Neethu Robinson, Ramasubba Reddy M, Cuntai Guan:
Performance Evaluation of Compressed Deep CNN for Motor Imagery Classification using EEG. EMBC 2021: 795-799 - [c177]Shumeng Li, Ziyuan Zhao, Kaixin Xu, Zeng Zeng, Cuntai Guan:
Hierarchical Consistency Regularized Mean Teacher for Semi-supervised 3D Left Atrium Segmentation. EMBC 2021: 3395-3398 - [c176]Aung Aung Phyo Wai, Jee Ern Tchen, Cuntai Guan:
A Study of Visual Search based Calibration Protocol for EEG Attention Detection. EMBC 2021: 5792-5795 - [c175]Aarthy Nagarajan, Neethu Robinson, Cuntai Guan:
Investigation on Robustness of EEG-based Brain-Computer Interfaces. EMBC 2021: 6334-6340 - [c174]Su Zhang, Yi Ding, Ziquan Wei, Cuntai Guan:
Continuous Emotion Recognition with Audio-visual Leader-follower Attentive Fusion. ICCVW 2021: 3560-3567 - [c173]Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee Keong Kwoh, Xiaoli Li, Cuntai Guan:
Time-Series Representation Learning via Temporal and Contextual Contrasting. IJCAI 2021: 2352-2359 - [c172]Ziyuan Zhao, Kaixin Xu, Shumeng Li, Zeng Zeng, Cuntai Guan:
MT-UDA: Towards Unsupervised Cross-modality Medical Image Segmentation with Limited Source Labels. MICCAI (1) 2021: 293-303 - [i22]Ziyuan Zhao, Zeng Zeng, Kaixin Xu, Cen Chen, Cuntai Guan:
DSAL: Deeply Supervised Active Learning from Strong and Weak Labelers for Biomedical Image Segmentation. CoRR abs/2101.09057 (2021) - [i21]Phairot Autthasan, Rattanaphon Chaisaen, Thapanun Sudhawiyangkul, Phurin Rangpong, Suktipol Kiatthaveephong, Nat Dilokthanakul, Gun Bhakdisongkhram, Huy Phan, Cuntai Guan, Theerawit Wilaiprasitporn:
MIN2Net: End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification. CoRR abs/2102.03814 (2021) - [i20]Erico Tjoa, Cuntai Guan:
Convolutional Neural Network Interpretability with General Pattern Theory. CoRR abs/2102.04247 (2021) - [i19]Supavit Kongwudhikunakorn, Suktipol Kiatthaveephong, Kamonwan Thanontip, Pitshaporn Leelaarporn, Maytus Piriyajitakonkij, Thananya Charoenpattarawut, Phairot Autthasan, Rattanaphon Chaisaen, Pathitta Dujada, Thapanun Sudhawiyangkul, Cuntai Guan, Vorapun Senanarong, Theerawit Wilaiprasitporn:
A Pilot Study on Visually-Stimulated Cognitive Tasks for EEG-Based Dementia Recognition Using Frequency and Time Features. CoRR abs/2103.03854 (2021) - [i18]Ravikiran Mane, Effie Chew, Karen Sui Geok Chua, Kai Keng Ang, Neethu Robinson, A. Prasad Vinod, Seong-Whan Lee, Cuntai Guan:
FBCNet: A Multi-view Convolutional Neural Network for Brain-Computer Interface. CoRR abs/2104.01233 (2021) - [i17]Yi Ding, Neethu Robinson, Qiuhao Zeng, Cuntai Guan:
TSception: Capturing Temporal Dynamics and Spatial Asymmetry from EEG for Emotion Recognition. CoRR abs/2104.02935 (2021) - [i16]Yi Ding, Neethu Robinson, Qiuhao Zeng, Cuntai Guan:
LGGNet: Learning from Local-Global-Graph Representations for Brain-Computer Interface. CoRR abs/2105.02786 (2021) - [i15]Shumeng Li, Ziyuan Zhao, Kaixin Xu, Zeng Zeng, Cuntai Guan:
Hierarchical Consistency Regularized Mean Teacher for Semi-supervised 3D Left Atrium Segmentation. CoRR abs/2105.10369 (2021) - [i14]Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee Keong Kwoh, Xiaoli Li, Cuntai Guan:
Time-Series Representation Learning via Temporal and Contextual Contrasting. CoRR abs/2106.14112 (2021) - [i13]Su Zhang, Yi Ding, Ziquan Wei, Cuntai Guan:
Audio-visual Attentive Fusion for Continuous Emotion Recognition. CoRR abs/2107.01175 (2021) - [i12]Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee Keong Kwoh, Xiaoli Li, Cuntai Guan:
Adversarial Domain Adaptation with Self-Training for EEG-based Sleep Stage Classification. CoRR abs/2107.04470 (2021) - [i11]Erico Tjoa, Cuntai Guan:
Two Instances of Interpretable Neural Network for Universal Approximations. CoRR abs/2112.15026 (2021) - [i10]Erico Tjoa, Cuntai Guan:
Self Reward Design with Fine-grained Interpretability. CoRR abs/2112.15034 (2021) - 2020
- [j46]Ritu Ranjan Shrivastwa, Vikramkumar Pudi, Duo Chen, Rosa Q. So, Anupam Chattopadhyay, Cuntai Guan:
A Brain-Computer Interface Framework Based on Compressive Sensing and Deep Learning. IEEE Consumer Electron. Mag. 9(3): 90-96 (2020) - [j45]Ruyi Foong, Ning Tang, Effie Chew, Karen Sui Geok Chua, Kai Keng Ang, Chai Quek, Cuntai Guan, Kok Soon Phua, Christopher Wee Keong Kuah, Deshmukh Arun Vishwanath, Lester Hon Lum Yam, Deshan Kumar Rajeswaran:
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. 67(3): 786-795 (2020) - [j44]Nicholas Cheng, Kok Soon Phua, Hwa Sen Lai, Pui Kit Tam, Ka Yin Tang, Cheng Kai Kei, Raye Chen-Hua Yeow, Kai Keng Ang, Cuntai Guan, Jeong Hoon Lim:
Brain-Computer Interface-Based Soft Robotic Glove Rehabilitation for Stroke. IEEE Trans. Biomed. Eng. 67(12): 3339-3351 (2020) - [j43]Su Zhang, Wanjing Zhao, Xuying Hao, Yang Yang, Cuntai Guan:
A Context-Aware Locality Measure for Inlier Pool Enrichment in Stepwise Image Registration. IEEE Trans. Image Process. 29: 4281-4295 (2020) - [j42]O-Yeon Kwon, Min-Ho Lee, Cuntai Guan, Seong-Whan Lee:
Subject-Independent Brain-Computer Interfaces Based on Deep Convolutional Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 31(10): 3839-3852 (2020) - [c171]Cuntai Guan, Choon Guan Lim, Daniel Fung, Juan Helen Zhou, Ranga Krishnan, Tih Shih Lee:
BCI Facilitates the Improvement of Cognitive Functions in Children and Elderly. BCI 2020: 1-2 - [c170]Davide Coppola, Hwee Kuan Lee, Cuntai Guan:
Interpreting mechanisms of prediction for skin cancer diagnosis using multi-task learning. CVPR Workshops 2020: 3162-3171 - [c169]Su Zhang, Cuntai Guan:
Emotion Recognition with Refined Labels for Deep Learning. EMBC 2020: 108-111 - [c168]Yuhao Lu, Juan Helen Zhou, Cuntai Guan:
Minimizing Hybrid Dice Loss for Highly Imbalanced 3D Neuroimage Segmentation. EMBC 2020: 1059-1062 - [c167]Wenshan Wu, Yuhao Lu, Ravikiran Mane, Cuntai Guan:
Deep Learning for Neuroimaging Segmentation with a Novel Data Augmentation Strategy. EMBC 2020: 1516-1519 - [c166]Mengjiao Hu, Kang Sim, Juan Helen Zhou, Xudong Jiang, Cuntai Guan:
Brain MRI-based 3D Convolutional Neural Networks for Classification of Schizophrenia and Controls. EMBC 2020: 1742-1745 - [c165]Ravikiran Mane, Neethu Robinson, A. Prasad Vinod, Seong-Whan Lee, Cuntai Guan:
A Multi-view CNN with Novel Variance Layer for Motor Imagery Brain Computer Interface. EMBC 2020: 2950-2953 - [c164]Aung Aung Phyo Wai, Maokang Dou, Cuntai Guan:
Generalizability of EEG-based Mental Attention Modeling with Multiple Cognitive Tasks. EMBC 2020: 2959-2962 - [c163]Aung Aung Phyo Wai, Jun Cong Lee, Tao Yang, Rosa Q. So, Cuntai Guan:
Effects of Stimulus Spatial Resolution on SSVEP Responses under Overt and Covert Attention. EMBC 2020: 3019-3022 - [c162]Ce Ju, Dashan Gao, Ravikiran Mane, Ben Tan, Yang Liu, Cuntai Guan:
Federated Transfer Learning for EEG Signal Classification. EMBC 2020: 3040-3045 - [c161]Yi Ding, Neethu Robinson, Qiuhao Zeng, Duo Chen, Aung Aung Phyo Wai, Tih Shih Lee, Cuntai Guan:
TSception: A Deep Learning Framework for Emotion Detection Using EEG. IJCNN 2020: 1-7 - [c160]Aung Aung Phyo Wai, Heng Guo, Ying Chi, Lei Zhang, Xian-Sheng Hua, Cuntai Guan:
Optimizing Filter-bank Canonical Correlation Analysis for fast response SSVEP Brain-Computer Interface (BCI). IJCNN 2020: 1-8 - [c159]Hong Jing Khok, Victor Teck Chang Koh, Cuntai Guan:
Deep Multi-Task Learning for SSVEP Detection and Visual Response Mapping. SMC 2020: 1280-1285 - [i9]Mengjiao Hu, Kang Sim, Juan Helen Zhou, Xudong Jiang, Cuntai Guan:
Brain MRI-based 3D Convolutional Neural Networks for Classification of Schizophrenia and Controls. CoRR abs/2003.08818 (2020) - [i8]Yi Ding, Neethu Robinson, Qiuhao Zeng, Duo Chen, Aung Aung Phyo Wai, Tih Shih Lee, Cuntai Guan:
TSception: A Deep Learning Framework for Emotion Detection Using EEG. CoRR abs/2004.02965 (2020) - [i7]Ce Ju, Dashan Gao, Ravikiran Mane, Ben Tan, Yang Liu, Cuntai Guan:
Federated Transfer Learning for EEG Signal Classification. CoRR abs/2004.12321 (2020) - [i6]Erico Tjoa, Cuntai Guan:
Generalization on the Enhancement of Layerwise Relevance Interpretability of Deep Neural Network. CoRR abs/2009.02516 (2020) - [i5]Erico Tjoa, Cuntai Guan:
Quantifying Explainability of Saliency Methods in Deep Neural Networks. CoRR abs/2009.02899 (2020)
2010 – 2019
- 2019
- [j41]Luzheng Bi, Feleke Aberham Genetu, Cuntai Guan:
A review on EMG-based motor intention prediction of continuous human upper limb motion for human-robot collaboration. Biomed. Signal Process. Control. 51: 113-127 (2019) - [c158]Fatemeh Fahimi, Zhuo Zhang, Wooi Boon Goh, Kai Keng Ang, Cuntai Guan:
Towards EEG Generation Using GANs for BCI Applications. BHI 2019: 1-4 - [c157]Bo Li, Banghua Yang, Cuntai Guan, Chenxiao Hu:
Three-class Motor Imagery Classification Based on FBCSP Combined with Voting Mechanism. CIVEMSA 2019: 1-4 - [c156]Banghua Yang, Minmin Zheng, Cuntai Guan, Li Bo:
Motor imagery signal classification based on transfer learning. CIVEMSA 2019: 1-5 - [c155]Banghua Yang, Chengcheng Fan, Cuntai Guan, Xuelin Gu, Minmin Zheng:
A Framework on Optimization Strategy for EEG Motor Imagery Recognition. EMBC 2019: 774-777 - [c154]Zhuo Zhang, Haihong Zhang, Lu Zhang, Cuntai Guan:
Exploring Cortex Connectivity Signal in Sensory Response to Odors. EMBC 2019: 1255-1258 - [c153]Duo Chen, Rosa Q. So, Yi Ding, Cuntai Guan:
Intracortical Activity decoding of motor imagery based on Deep Convolutional Neural Network: a Pilot Study. GBCIC 2019 - [c152]Aung Aung Phyo Wai, Min-Ho Lee, Seong-Whan Lee, Cuntai Guan:
Improving the Performance of SSVEP BCI with Short Response Time by Temporal Alignments Enhanced CCA. NER 2019: 155-158 - [c151]Duo Chen, Rosa Q. So, Yi Ding, Cuntai Guan:
Motor-Controlled Spindle (MCS) Detection for Primate in BCI System. NER 2019: 433-436 - [c150]Neethu Robinson, Seong-Whan Lee, Cuntai Guan:
EEG Representation in Deep Convolutional Neural Networks for Classification of Motor Imagery. SMC 2019: 1322-1326 - [c149]Pinar Bilgin, Kat Agres, Neethu Robinson, Aung Aung Phyo Wai, Cuntai Guan:
A Comparative Study of Mental States in 2D and 3D Virtual Environments Using EEG. SMC 2019: 2833-2838 - [i4]Bijun Tang, Yuhao Lu, Jiadong Zhou, Han Wang, Prafful Golani, Manzhang Xu, Quan Xu, Cuntai Guan, Zheng Liu:
Machine learning-guided synthesis of advanced inorganic materials. CoRR abs/1905.03938 (2019) - [i3]Erico Tjoa, Cuntai Guan:
A Survey on Explainable Artificial Intelligence (XAI): Towards Medical XAI. CoRR abs/1907.07374 (2019) - [i2]Manzhang Xu, Bijun Tang, Chao Zhu, Yuhao Lu, Chao Zhu, Lu Zheng, Jingyu Zhang, Nannan Han, Yuxi Guo, Jun Di, Pin Song, Yongmin He, Lixing Kang, Zhiyong Zhang, Wu Zhao, Cuntai Guan, Xuewen Wang, Zheng Liu:
Machine learning driven synthesis of few-layered WTe2. CoRR abs/1910.04603 (2019) - [i1]Erico Tjoa, Heng Guo, Yuhao Lu, Cuntai Guan:
Enhancing the Extraction of Interpretable Information for Ischemic Stroke Imaging from Deep Neural Networks. CoRR abs/1911.08136 (2019) - 2018
- [j40]Fatemeh Fahimi, Wooi Boon Goh, Tih Shih Lee, Cuntai Guan:
EEG predicts the attention level of elderly measured by RBANS. Int. J. Crowd Sci. 2(3): 272-282 (2018) - [j39]Tim Schäck, Michael Muma, Mengling Feng, Cuntai Guan, Abdelhak M. Zoubir:
Robust Nonlinear Causality Analysis of Nonstationary Multivariate Physiological Time Series. IEEE Trans. Biomed. Eng. 65(6): 1213-1225 (2018) - [j38]Siavash Sakhavi, Cuntai Guan, Shuicheng Yan:
Learning Temporal Information for Brain-Computer Interface Using Convolutional Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 29(11): 5619-5629 (2018) - [c148]Jingwei Zhang, Luzheng Bi, Jinling Lian, Cuntai Guan:
A Single-Trial Event-Related Potential Estimation Based on Independent Component Analysis and Kalman Smoother. AIM 2018: 7-12 - [c147]Banghua Yang, Jinlong Wang, Cuntai Guan, Chenxiao Hu, Jianguo Wang:
A Study of the Role of Attention in Classifying Covert and Overt Motor Activities. BICS 2018: 151-160 - [c146]Banghua Yang, Jianzhen Tang, Cuntai Guan, Bo Li:
Motor Imagery EEG Recognition Based on FBCSP and PCA. BICS 2018: 195-205 - [c145]Zhuo Zhang, Chuanchu Wang, Kai Keng Ang, Aung Aung Phyo Wai, Cuntai Guan:
Spectrum and Phase Adaptive CCA for SSVEP-based Brain Computer Interface. EMBC 2018: 311-314 - [c144]Mengjiao Hu, Fang Ji, Zhongkang Lu, Weimin Huang, Reza Khosrowabadi, Ling Zhao, Kai Keng Ang, Kok Soon Phua, Fatima Ali Nasrallah, Kai-Hsiang Chuang, Mary C. Stephenson, John J. Totman, Xudong Jiang, Effie Chew, Cuntai Guan, Juan Helen Zhou:
Differential Amplitude of Low-Frequency Fluctuations in brain networks after BCI Training with and without tDCS in Stroke. EMBC 2018: 1050-1053 - [c143]Ravikiran Mane, Effie Chew, Kok Soon Phua, Kai Keng Ang, A. Prasad Vinod, Cuntai Guan:
Quantitative EEG as Biomarkers for the Monitoring of Post-Stroke Motor Recovery in BCI and tDCS Rehabilitation. EMBC 2018: 3610-3613 - [c142]Fatemeh Fahimi, Wooi Boon Goh, Tih Shih Lee, Cuntai Guan:
Neural Indexes of Attention Extracted from EEG Correlate with Elderly Reaction Time in response to an Attentional Task. ICCSE 2018: 33:1-33:6 - [c141]Aung Aung Phyo Wai, Zhiyan Goh, Shi De Foo, Cuntai Guan:
A Study of SSVEP Responses in Case of Overt and Covert Visual Attention with Different View Angles. SMC 2018: 3847-3852 - 2017
- [j37]Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Tomás E. Ward, Karen Sui Geok Chua, Christopher Wee Keong Kuah, Gopal Joseph Ephraim Joseph, Kok Soon Phua, Chuanchu Wang:
Facilitating motor imagery-based brain-computer interface for stroke patients using passive movement. Neural Comput. Appl. 28(11): 3259-3272 (2017) - [j36]Xinyang Li, Cuntai Guan, Haihong Zhang, Kai Keng Ang:
Discriminative Ocular Artifact Correction for Feature Learning in EEG Analysis. IEEE Trans. Biomed. Eng. 64(8): 1906-1913 (2017) - [j35]Sim Kuan Goh, Hussein A. Abbass, Kay Chen Tan, Abdullah Al Mamun, Chuanchu Wang, Cuntai Guan:
Automatic EEG Artifact Removal Techniques by Detecting Influential Independent Components. IEEE Trans. Emerg. Top. Comput. Intell. 1(4): 270-279 (2017) - [j34]Huibin Chang, Weimin Huang, Chunlin Wu, Su Huang, Cuntai Guan, Sakthivel Sekar, Kishore Kumar Bhakoo, Yuping Duan:
A New Variational Method for Bias Correction and Its Applications to Rodent Brain Extraction. IEEE Trans. Medical Imaging 36(3): 721-733 (2017) - [j33]Xinyang Li, Cuntai Guan, Haihong Zhang, Kai Keng Ang:
A Unified Fisher's Ratio Learning Method for Spatial Filter Optimization. IEEE Trans. Neural Networks Learn. Syst. 28(11): 2727-2737 (2017) - [c140]Cuntai Guan, Neethu Robinson, Vikram Shenoy Handiru, A. Prasad Vinod:
Detecting and tracking multiple directional movements in EEG based BCI. BCI 2017: 44-45 - [c139]Fatemeh Fahimi, Cuntai Guan, Wooi Boon Goh, Kai Keng Ang, Choon Guan Lim, Tih Shih Lee:
Personalized features for attention detection in children with Attention Deficit Hyperactivity Disorder. EMBC 2017: 414-417 - [c138]Huijuan Yang, Camilo Libedinsky, Cuntai Guan, Kai Keng Ang, Rosa Q. So:
Boosting performance in brain-machine interface by classifier-level fusion based on accumulative training models from multi-day data. EMBC 2017: 1922-1925 - [c137]Tze Hui Koh, Camilo Libedinsky, Cuntai Guan, Kai Keng Ang, Rosa Q. So:
Stop state classification in intracortical brain-machine-interface. EMBC 2017: 1926-1929 - [c136]Andrea Kübler, Klaus-Robert Müller, Cuntai Guan:
The P300 BCI: on its Way to End-Users? GBCIC 2017 - [c135]Gary C. F. Lee, Camilo Libedinsky, Cuntai Guan, Rosa Q. So:
Use of wavelet transform coefficients for spike detection for a Robust Intracortical Brain Machine Interface. NER 2017: 540-543 - [c134]Zhongkang Lu, Weimin Huang, Cuntai Guan:
A comparison of DTI pre-processing tools on a dataset of chronic subcortical stroke rehabilitation patients. NER 2017: 568-571 - [c133]Siavash Sakhavi, Cuntai Guan:
Convolutional neural network-based transfer learning and knowledge distillation using multi-subject data in motor imagery BCI. NER 2017: 588-591 - [c132]Vikram Shenoy Handiru, A. Prasad Vinod, Kai Keng Ang, Effie Chew, Cuntai Guan:
Effects of transcranial direct current stimulation on the motor-imagery brain-computer interface for stroke recovery: An EEG source-space study. SMC 2017: 2322-2327 - 2016
- [j32]Hussein A. Abbass, Cuntai Guan, Kay Chen Tan:
Computational Intelligence for Brain Computer Interface [Guest Editorial]. IEEE Comput. Intell. Mag. 11(1): 18 (2016) - [c131]Cuntai Guan:
Adaptation in motor imagery brain-computer interfaces and its implication in rehabilitation. BCI 2016: 1-2 - [c130]Vikram Shenoy Handiru, A. Prasad Vinod, Cuntai Guan:
Multi-direction hand movement classification using EEG-based source space analysis. EMBC 2016: 4551-4554 - [c129]Rosa Q. So, Camilo Libedinsky, Kai Keng Ang, Wee Chiek Clement Lim, Kyaw Kyar Toe, Cuntai Guan:
Adaptive decoding using local field potentials in a brain-machine interface. EMBC 2016: 5721-5724 - [c128]Sim Kuan Goh, Hussein A. Abbass, Kay Chen Tan, Abdullah Al Mamun, Cuntai Guan, Chuanchu Wang:
Multiway analysis of EEG artifacts based on Block Term Decomposition. IJCNN 2016: 913-920 - [c127]Su Huang, Zhongkang Lu, Weimin Huang, Sankar Seramani, Boominathan Ramasamy, Sakthivel Sekar, Cuntai Guan, Kishore Kumar Bhakoo:
High-resolution in vivo Wistar rodent brain atlas based on T1 weighted image. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2016: 978825 - [c126]Vikram Shenoy Handiru, A. Prasad Vinod, Cuntai Guan:
A novel supervised locality sensitive Factor analysis to classify voluntary hand movement in multi direction using EEG source space. SMC 2016: 2795-2800 - 2015
- [j31]Kai Keng Ang, Cuntai Guan:
Brain-Computer Interface for Neurorehabilitation of Upper Limb After Stroke. Proc. IEEE 103(6): 944-953 (2015) - [j30]Qianli Xu, Tin Lay Nwe, Cuntai Guan:
Cluster-Based Analysis for Personalized Stress Evaluation Using Physiological Signals. IEEE J. Biomed. Health Informatics 19(1): 275-281 (2015) - [c125]Xinyang Li, Cuntai Guan, Kai Keng Ang, Haihong Zhang:
Spatial filter subspace optimization based on mutual information. ICICS 2015: 1-5 - [c124]H. Vikram Shenoy, A. Prasad Vinod, Cuntai Guan:
Shrinkage estimator based regularization for EEG motor imagery classification. ICICS 2015: 1-5 - [c123]Sau Wai Tung, Cuntai Guan, Kai Keng Ang, Kok Soon Phua, Chuanchu Wang, Christopher Wee Keong Kuah, Karen Sui Geok Chua, Yee Sien Ng, Ling Zhao, Effie Chew:
A measurement of motor recovery for motor imagery-based BCI using EEG coherence analysis. ICICS 2015: 1-5 - [c122]Cuntai Guan, Tih Shih Lee, Choon Guan Lim, Daniel Fung, Ranga Krishnan:
Brain-computer interface and its applications in cognitive training. BCI 2015: 1-2 - [c121]Gabriel Chew, Kai Keng Ang, Rosa Q. So, Zhiming Xu, Cuntai Guan:
Combining firing rate and spike-train synchrony features in the decoding of motor cortical activity. EMBC 2015: 1091-1094 - [c120]Huijuan Yang, Siavash Sakhavi, Kai Keng Ang, Cuntai Guan:
On the use of convolutional neural networks and augmented CSP features for multi-class motor imagery of EEG signals classification. EMBC 2015: 2620-2623 - [c119]Wing-Kin Tam, Rosa Q. So, Cuntai Guan, Zhi Yang:
EC-PC spike detection for high performance brain-computer interface. EMBC 2015: 5142-5145 - [c118]Zhongkang Lu, Kok Soon Phua, Weimin Huang, Xin Hong, Fatima Ali Nasrallah, Kai-Hsiang Chuang, Cuntai Guan:
Combining EPI and motion correction for fMRI human brain images with big motion. EMBC 2015: 5449-5452 - [c117]Shoulie Xie, Cuntai Guan, Weimin Huang, Zhongkang Lu:
Frame-based compressive sensing MR image reconstruction with balanced regularization. EMBC 2015: 7031-7034 - [c116]Ruyi Foong, Kai Keng Ang, Chai Quek, Cuntai Guan, Aung Aung Phyo Wai:
An analysis on driver drowsiness based on reaction time and EEG band power. EMBC 2015: 7982-7985 - [c115]Zhuo Zhang, Cuntai Guan, Ti-Eu Chan, Juanhong Yu, Aung Aung Phyo Wai, Chuanchu Wang, Haihong Zhang:
Reduction in time-to-sleep through EEG based brain state detection and audio stimulation. EMBC 2015: 8050-8053 - [c114]Xinyang Li, Cuntai Guan, Kai Keng Ang, Chuanchu Wang, Zhengyang Chin, Haihong Zhang, Choon Guan Lim, Tih Shih Lee:
An ocular artefacts correction method for discriminative EEG analysis based on logistic regression. EUSIPCO 2015: 2731-2735 - [c113]Siavash Sakhavi, Cuntai Guan, Shuicheng Yan:
Parallel convolutional-linear neural network for motor imagery classification. EUSIPCO 2015: 2736-2740 - [c112]Yongwei Zhu, Haihong Zhang, Cuntai Guan:
On robust extraction of pulse transit time from multimodal pulsatile signals. DSP 2015: 403-406 - [c111]Shoulie Xie, Cuntai Guan, Weimin Huang, Zhongkang Lu:
Fast TVL1-L2 MR image reconstruction using variable splitting and accelerated alternating direction method with adaptive restart. DSP 2015: 1085-1088 - [c110]Tin Lay Nwe, Qianli Xu, Cuntai Guan, Bin Ma:
Stress level detection using double-layer subband filter. INTERSPEECH 2015: 3695-3699 - [c109]Atieh Bamdadian, Cuntai Guan, Kai Keng Ang, Jianxin Xu:
Towards improvement of MI-BCI performance of subjects with BCI deficiency. NER 2015: 17-20 - [c108]Zhiming Xu, Cuntai Guan, Rosa Q. So, Kai Keng Ang, Kyaw Kyar Toe:
Motor cortical adaptation induced by closed-loop BCI. NER 2015: 21-24 - [c107]Rosa Q. So, Zhiming Xu, Camilo Libedinsky, Kyaw Kyar Toe, Kai Keng Ang, Shih-Cheng Yen, Cuntai Guan:
Neural representations of movement intentions during brain-controlled self-motion. NER 2015: 228-231 - [c106]Vikram Shenoy Handiru, A. Prasad Vinod, Cuntai Guan:
Cortical Source Localization for Analysing Single-Trial Motor Imagery EEG. SMC 2015: 3146-3151 - 2014
- [j29]Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek:
Mutual information-based optimization of sparse spatio-spectral filters in brain-computer interface. Neural Comput. Appl. 25(3-4): 625-634 (2014) - [c105]Cuntai Guan, Huijuan Yang, Kai Keng Ang, Kok Soon Phua, Juanhong Yu, Chuanchu Wang, Karen Sui Geok Chua, Effie Chew:
Brain-computer interface for neurorehabilitation: Looking beyond upper limbs. BCI 2014: 1 - [c104]Huijuan Yang, Cuntai Guan, Kai Keng Ang, Kok Soon Phua, Chuanchu Wang:
Selection of effective EEG channels in brain computer interfaces based on inconsistencies of classifiers. EMBC 2014: 672-675 - [c103]Zheng Yang Chin, Kai Keng Ang, Chuanchu Wang, Cuntai Guan:
Discriminative channel addition and reduction for filter bank common spatial pattern in motor imagery BCI. EMBC 2014: 1310-1313 - [c102]Xinyang Li, Cuntai Guan, Kai Keng Ang, Haihong Zhang, Sim Heng Ong:
Spatial filter adaptation based on the divergence framework for motor imagery EEG classification. EMBC 2014: 1847-1850 - [c101]Kai Keng Ang, Juanhong Yu, Cuntai Guan:
Single-trial classification of NIRS data from prefrontal cortex during working memory tasks. EMBC 2014: 2008-2011 - [c100]Juanhong Yu, Kai Keng Ang, Huijuan Yang, Cuntai Guan:
Cortical activation of passive hand movement using Haptic Knob: A preliminary multi-channel fNIRS study. EMBC 2014: 2097-2100 - [c99]Zhuo Zhang, Cuntai Guan, Ti-Eu Chan, Juanhong Yu, Andrew Keong Ng, Haihong Zhang, Chee Keong Kwoh:
Automatic sleep onset detection using single EEG sensor. EMBC 2014: 2265-2268 - [c98]Haihong Zhang, Yongwei Zhu, Maniyeri Jayachandran, Cuntai Guan:
Detection of variations in cognitive workload using multi-modality physiological sensors and a large margin unbiased regression machine. EMBC 2014: 2985-2988 - [c97]Zhiming Xu, Rosa Q. So, Kyaw Kyar Toe, Kai Keng Ang, Cuntai Guan:
On the asynchronously continuous control of mobile robot movement by motor cortical spiking activity. EMBC 2014: 3049-3052 - [c96]Yongwei Zhu, Victor Foo Siang Fook, Emily Hao Jianzhong, Maniyeri Jayachandran, Cuntai Guan, Haihong Zhang, Eugene Phua Jiliang, Jit Biswas:
Heart rate estimation from FBG sensors using cepstrum analysis and sensor fusion. EMBC 2014: 5365-5368 - [c95]Neethu Robinson, A. Prasad Vinod, Cuntai Guan:
Spatio-temporal variations in hand movement trajectory based brain activation patterns. ICARCV 2014: 23-28 - [c94]Xinyang Li, Cuntai Guan, Kai Keng Ang, Haihong Zhang, Sim Heng Ong:
Spatial filter adaptation based on geodesic-distance for motor EEG classification. IJCNN 2014: 3859-3864 - [c93]Jit Biswas, Yongwei Zhu, Haihong Zhang, Maniyeri Jayachandran, Zhihao Chen, Cuntai Guan:
Information processing of optical sensor data in ambient applications. ISSNIP 2014: 1-6 - [c92]Dong-Ok Won, Haihong Zhang, Cuntai Guan, Seong-Whan Lee:
A BCI speller based on SSVEP using high frequency stimuli design. SMC 2014: 1068-1071 - [c91]Kavitha P. Thomas, A. Prasad Vinod, Cuntai Guan:
Evaluation of EEG features during overt visual attention during neurofeedback game. SMC 2014: 1841-1846 - [c90]Huijuan Yang, Cuntai Guan, Kai Keng Ang, Kok Soon Phua, Chuanchu Wang:
Quality assessment of EEG signals based on statistics of signal fluctuations. SMC 2014: 1853-1857 - 2013
- [j28]Sau Wai Tung, Chai Quek, Cuntai Guan:
eT2FIS: An Evolving Type-2 Neural Fuzzy Inference System. Inf. Sci. 220: 124-148 (2013) - [j27]Kai Keng Ang, Cuntai Guan:
Brain-Computer Interface in Stroke Rehabilitation. J. Comput. Sci. Eng. 7(2): 139-146 (2013) - [j26]Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek:
EEG Data Space Adaptation to Reduce Intersession Nonstationarity in Brain-Computer Interface. Neural Comput. 25(8): 2146-2171 (2013) - [j25]Xinyang Li, Haihong Zhang, Cuntai Guan, Sim Heng Ong, Kai Keng Ang, Yaozhang Pan:
Discriminative Learning of Propagation and Spatial Pattern for Motor Imagery EEG Analysis. Neural Comput. 25(10): 2709-2733 (2013) - [j24]Haiping Lu, Yaozhang Pan, Bappaditya Mandal, How-Lung Eng, Cuntai Guan, Derrick Wei Shih Chan:
Quantifying Limb Movements in Epileptic Seizures Through Color-Based Video Analysis. IEEE Trans. Biomed. Eng. 60(2): 461-469 (2013) - [j23]Neethu Robinson, A. Prasad Vinod, Kai Keng Ang, Keng Peng Tee, Cuntai Guan:
EEG-Based Classification of Fast and Slow Hand Movements Using Wavelet-CSP Algorithm. IEEE Trans. Biomed. Eng. 60(8): 2123-2132 (2013) - [j22]Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek:
Optimizing Spatial Filters by Minimizing Within-Class Dissimilarities in Electroencephalogram-Based Brain-Computer Interface. IEEE Trans. Neural Networks Learn. Syst. 24(4): 610-619 (2013) - [j21]Haihong Zhang, Huijuan Yang, Cuntai Guan:
Bayesian Learning for Spatial Filtering in an EEG-Based Brain-Computer Interface. IEEE Trans. Neural Networks Learn. Syst. 24(7): 1049-1060 (2013) - [c89]Cuntai Guan:
Brain-computer interface for stroke rehabilitation with clinical studies. BCI 2013: 4-5 - [c88]Zhiming Xu, Kai Keng Ang, Cuntai Guan, Huynh Thai Hoa:
Neural representation and identification of reaching targets by spike trains in motor cortex. CCMB 2013: 130-137 - [c87]Zhengyang Chin, Kai Keng Ang, Chuanchu Wang, Cuntai Guan:
Navigation in a virtual environment using multiclass motor imagery Brain-Computer Interface. CCMB 2013: 152-157 - [c86]Longjiang Zhou, Kai Keng Ang, Chuanchu Wang, Kok Soon Phua, Cuntai Guan:
A novel hand strength assessment method integrated into haptic knob for stroke rehabilitation. CIRAT 2013: 1-4 - [c85]Sau Wai Tung, Cuntai Guan, Kai Keng Ang, Kok Soon Phua, Chuanchu Wang, Ling Zhao, Wei Peng Teo, Effie Chew:
Motor imagery BCI for upper limb stroke rehabilitation: An evaluation of the EEG recordings using coherence analysis. EMBC 2013: 261-264 - [c84]Huijuan Yang, Cuntai Guan, Kai Keng Ang, Chuanchu Wang, Kok Soon Phua, Christina Tang Ka Yin, Longjiang Zhou:
Feature consistency-based model adaptation in session-to-session classification: A study using motor imagery of swallow EEG signals. EMBC 2013: 429-432 - [c83]Kavitha P. Thomas, A. Prasad Vinod, Cuntai Guan:
Design of an online EEG based neurofeedback game for enhancing attention and memory. EMBC 2013: 433-436 - [c82]Atieh Bamdadian, Cuntai Guan, Kai Keng Ang, Jianxin Xu:
Improving session-to-session transfer performance of motor imagery-based BCI using adaptive extreme learning machine. EMBC 2013: 2188-2191 - [c81]Andrew Keong Ng, Kai Keng Ang, Keng Peng Tee, Cuntai Guan:
Optimizing low-frequency common spatial pattern features for multi-class classification of hand movement directions. EMBC 2013: 2780-2783 - [c80]Tele Tan, Jan Philipp Hakenberg, Cuntai Guan:
Estimation of glance from EEG for cursor control. EMBC 2013: 2919-2923 - [c79]Kai Keng Ang, Cuntai Guan, Karen Sui Geok Chua, Kok Soon Phua, Chuanchu Wang, Zheng Yang Chin, Longjiang Zhou, Ka Yin Tang, Gopal Joseph Ephraim Joseph, Christopher Wee Keong Kuah:
A clinical study of motor imagery BCI performance in stroke by including calibration data from passive movement. EMBC 2013: 6603-6606 - [c78]Zhiming Xu, Kai Keng Ang, Cuntai Guan:
Neural decoding of movement targets by unsorted spike trains. ICASSP 2013: 954-958 - [c77]Xinyang Li, Haihong Zhang, Cuntai Guan, S. H. Ong, Yaozhang Pan, Kai Keng Ang:
Joint spatial-temporal filter design for analysis of motor imagery EEG. ICASSP 2013: 978-982 - [c76]Huijuan Yang, Cuntai Guan, Chuanchu Wang, Kai Keng Ang:
Maximum dependency and minimum redundancy-based channel selection for motor imagery of walking EEG signal detection. ICASSP 2013: 1187-1191 - [c75]Sidath Ravindra Liyanage, Cuntai Guan, Haihong Zhang, Kai Keng Ang, Jian-Xin Xu, Tong Heng Lee:
Error entropy based adaptive kernel classification for non-stationary EEG analysis. ICASSP 2013: 1232-1236 - [c74]Neethu Robinson, A. Prasad Vinod, Cuntai Guan:
Hand Movement Trajectory Reconstruction from EEG for Brain-Computer Interface Systems. SMC 2013: 3127-3132 - 2012
- [j20]Sau Wai Tung, Chai Quek, Cuntai Guan:
SoHyFIS-Yager: A self-organizing Yager based Hybrid neural Fuzzy Inference System. Expert Syst. Appl. 39(17): 12759-12771 (2012) - [j19]Kai Keng Ang, Zhengyang Chin, Haihong Zhang, Cuntai Guan:
Mutual information-based selection of optimal spatial-temporal patterns for single-trial EEG-based BCIs. Pattern Recognit. 45(6): 2137-2144 (2012) - [c73]Christian Herff, Felix Putze, Dominic Heger, Cuntai Guan, Tanja Schultz:
Speaking mode recognition from functional Near Infrared Spectroscopy. EMBC 2012: 1715-1718 - [c72]Atieh Bamdadian, Cuntai Guan, Kai Keng Ang, Jianxin Xu:
Online semi-supervised learning with KL distance weighting for Motor Imagery-based BCI. EMBC 2012: 2732-2735 - [c71]Mengling Feng, Zhuo Zhang, Cuntai Guan, David R. Hardoon, Nicolas Kon Kam King, Boon Chuan Pang, Beng Ti Ang:
Utilization of temporal information for intracranial pressure development trend forecasting in traumatic brain injury. EMBC 2012: 3930-3934 - [c70]Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek:
Omitting the intra-session calibration in EEG-based brain computer interface used for stroke rehabilitation. EMBC 2012: 4124-4127 - [c69]Kai Keng Ang, Cuntai Guan, Kok Soon Phua, Chuanchu Wang, Irvin Teh, Chang Wu Chen, Effie Chew:
Transcranial direct current stimulation and EEG-based motor imagery BCI for upper limb stroke rehabilitation. EMBC 2012: 4128-4131 - [c68]Andrew Keong Ng, Cuntai Guan:
Impact of obstructive sleep apnea on sleep-wake stage ratio. EMBC 2012: 4660-4663 - [c67]Juanghong Yu, Yaozhang Pan, Kai Keng Ang, Cuntai Guan, Darren J. Leamy:
Prefrontal cortical activation during arithmetic processing differentiated by cultures: A preliminary fNIRS study. EMBC 2012: 4716-4719 - [c66]Huijuan Yang, Cuntai Guan, Kai Keng Ang, Yaozhang Pan, Haihong Zhang:
Cluster impurity and forward-backward error maximization-based active learning for EEG signals classification. ICASSP 2012: 569-572 - [c65]Dong Huang, Haihong Zhang, Kai Keng Ang, Cuntai Guan, Yaozhang Pan, Chuanchu Wang, Juanhong Yu:
Fast emotion detection from EEG using asymmetric spatial filtering. ICASSP 2012: 589-592 - [c64]Kai Keng Ang, Juanhong Yu, Cuntai Guan:
Extracting effective features from high density nirs-based BCI for assessing numerical cognition. ICASSP 2012: 2233-2236 - [c63]Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek:
Multi-frequency band common spatial pattern with sparse optimization in Brain-Computer Interface. ICASSP 2012: 2541-2544 - [c62]Christian Herff, Dominic Heger, Felix Putze, Cuntai Guan, Tanja Schultz:
Cross-Subject Classification of Speaking Modes Using fNIRS. ICONIP (2) 2012: 417-424 - [c61]Feng Zhang, Mengling Feng, Liang Yu Loy, Zhuo Zhang, Cuntai Guan:
Online ICP forecast for patients with traumatic brain injury. ICPR 2012: 37-40 - [c60]Mengling Feng, Liang Yu Loy, Kelvin Sim, Clifton Phua, Feng Zhang, Cuntai Guan:
Artifact correction with robust statistics for non-stationary intracranial pressure signal monitoring. ICPR 2012: 557-560 - [c59]Huijuan Yang, Cuntai Guan, Kai Keng Ang, Haihong Zhang, Chuanchu Wang:
Iterative clustering and support vectors-based high-confidence query selection for motor imagery EEG signals classification. ICPR 2012: 2169-2172 - [c58]Kai Keng Ang, Juanhong Yu, Cuntai Guan:
Extracting and selecting discriminative features from high density NIRS-based BCI for numerical cognition. IJCNN 2012: 1-6 - [c57]Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek:
Robust EEG channel selection across sessions in brain-computer interface involving stroke patients. IJCNN 2012: 1-6 - [c56]Dong Huang, Cuntai Guan, Kai Keng Ang, Haihong Zhang, Yaozhang Pan:
Asymmetric Spatial Pattern for EEG-based emotion detection. IJCNN 2012: 1-7 - [c55]Sidath Ravindra Liyanage, Cuntai Guan, Haihong Zhang, Kai Keng Ang, Jian-Xin Xu, Tong Heng Lee:
Dynamically Weighted Classification with Clustering to tackle non-stationarity in Brain computer Interfacing. IJCNN 2012: 1-6 - [c54]Yaozhang Pan, Cuntai Guan, Kai Keng Ang, Kok Soon Phua, Huijuan Yang, Dong Huang, Shih-Hui Lim:
Seizure detection based on spatiotemporal correlation and frequency regularity of scalp EEG. IJCNN 2012: 1-7 - [c53]Neethu Robinson, A. Prasad Vinod, Cuntai Guan, Kai Keng Ang, Keng Peng Tee:
A modified Wavelet-Common Spatial Pattern method for decoding hand movement directions in brain computer interfaces. IJCNN 2012: 1-5 - [c52]Sau Wai Tung, Chai Quek, Cuntai Guan:
Traffic modeling and identification using a Self-adaptive Fuzzy Inference Network. IJCNN 2012: 1-7 - [c51]Huijuan Yang, Cuntai Guan, Kai Keng Ang, Chuanchu Wang, Kok Soon Phua, Juanhong Yu:
Dynamic initiation and dual-tree complex wavelet feature-based classification of motor imagery of swallow EEG signals. IJCNN 2012: 1-6 - [e1]Masahiko Inami, Cuntai Guan:
SIGGRAPH Asia 2012 Emerging Technologies, Singapore, November 28 - December 1, 2012. ACM 2012, ISBN 978-1-4503-1912-6 [contents] - 2011
- [j18]Haihong Zhang, Cuntai Guan, Yuanqing Li:
A linear discriminant analysis method based on mutual information maximization. Pattern Recognit. 44(4): 877-885 (2011) - [j17]Fabien Lotte, Cuntai Guan:
Regularizing Common Spatial Patterns to Improve BCI Designs: Unified Theory and New Algorithms. IEEE Trans. Biomed. Eng. 58(2): 355-362 (2011) - [j16]Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek:
Optimizing the Channel Selection and Classification Accuracy in EEG-Based BCI. IEEE Trans. Biomed. Eng. 58(6): 1865-1873 (2011) - [j15]Haihong Zhang, Zhengyang Chin, Kai Keng Ang, Cuntai Guan, Chuanchu Wang:
Optimum Spatio-Spectral Filtering Network for Brain-Computer Interface. IEEE Trans. Neural Networks 22(1): 52-63 (2011) - [j14]Sau Wai Tung, Chai Quek, Cuntai Guan:
SaFIN: A Self-Adaptive Fuzzy Inference Network. IEEE Trans. Neural Networks 22(12): 1928-1940 (2011) - [c50]Neethu Robinson, A. Prasad Vinod, Cuntai Guan, Kai Keng Ang, Keng Peng Tee:
A Wavelet-CSP method to classify hand movement directions in EEG based BCI system. ICICS 2011: 1-5 - [c49]Kai Keng Ang, Zhengyang Chin, Haihong Zhang, Cuntai Guan:
Composite Filter Bank Common Spatial Pattern for motor imagery-based Brain-Computer Interface. CCMB 2011: 101-105 - [c48]Mengling Feng, Liang Yu Loy, Feng Zhang, Cuntai Guan:
Artifact removal for intracranial pressure monitoring signals: A robust solution with signal decomposition. EMBC 2011: 797-801 - [c47]Kai Keng Ang, Cuntai Guan, Chuanchu Wang, Kok Soon Phua, Adrian Hock Guan Tan, Zheng Yang Chin:
Calibrating EEG-based motor imagery brain-computer interface from passive movement. EMBC 2011: 4199-4202 - [c46]Mengling Feng, Zhuo Zhang, Feng Zhang, Yu Ge, Liang Yu Loy, Kuralmani Vellaisamy, Wenyuan Guo, Pei Loon Chin, Nicolas Kon Kam King, Beng Ti Ang, Cuntai Guan:
iSyNCC: An intelligent system for patient monitoring & clinical decision support in Neuro-Critical-Care. EMBC 2011: 6426-6429 - [c45]Feng Zhang, Mengling Feng, Sinno Jialin Pan, Liang Yu Loy, Wenyuan Guo, Zhuo Zhang, Pei Loon Chin, Cuntai Guan, Nicolas Kon Kam King, Beng Ti Ang:
Artificial neural network based intracranial pressure mean forecast algorithm for medical decision support. EMBC 2011: 7111-7114 - [c44]Sau Wai Tung, Chai Quek, Cuntai Guan:
FAPOP: Feature analysis enhanced pseudo outer-product fuzzy rule identification system. FUZZ-IEEE 2011: 1530-1537 - [c43]Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Hiok Chai Quek:
Spatially sparsed Common Spatial Pattern to improve BCI performance. ICASSP 2011: 2412-2415 - [c42]Atieh Bamdadian, Cuntai Guan, Kai Keng Ang, Jianxin Xu:
Real coded GA-based SVM for motor imagery classification in a Brain-Computer Interface. ICCA 2011: 1355-1359 - [c41]Kai Keng Ang, Zhengyang Chin, Haihong Zhang, Cuntai Guan:
Filter Bank Common Spatial Pattern (FBCSP) algorithm using online adaptive and semi-supervised learning. IJCNN 2011: 392-396 - [c40]Zhengyang Chin, Kai Keng Ang, Cuntai Guan, Chuanchu Wang, Haihong Zhang:
Filter Bank Feature Combination (FBFC) approach for brain-computer interface. IJCNN 2011: 1352-1357 - 2010
- [j13]Yuanqing Li, Jinyi Long, Tianyou Yu, Zhuliang Yu, Chuanchu Wang, Haihong Zhang, Cuntai Guan:
An EEG-Based BCI System for 2-D Cursor Control by Combining Mu/Beta Rhythm and P300 Potential. IEEE Trans. Biomed. Eng. 57(10): 2495-2505 (2010) - [j12]Haiping Lu, How-Lung Eng, Cuntai Guan, Konstantinos N. Plataniotis, Anastasios N. Venetsanopoulos:
Regularized Common Spatial Pattern With Aggregation for EEG Classification in Small-Sample Setting. IEEE Trans. Biomed. Eng. 57(12): 2936-2946 (2010) - [c39]Fabien Lotte, Cuntai Guan:
Learning from other subjects helps reducing Brain-Computer Interface calibration time. ICASSP 2010: 614-617 - [c38]Haihong Zhang, Cuntai Guan, Chuanchu Wang:
Towards optimum linear transformation under zero-mean Gaussian mixtures for detection of motor imagery EEG. ICASSP 2010: 2226-2229 - [c37]Abdul Rehman Satti, Cuntai Guan, Damien Coyle, Girijesh Prasad:
A Covariate Shift Minimisation Method to Alleviate Non-stationarity Effects for an Adaptive Brain-Computer Interface. ICPR 2010: 105-108 - [c36]Fabien Lotte, Cuntai Guan:
Spatially Regularized Common Spatial Patterns for EEG Classification. ICPR 2010: 3712-3715 - [c35]Kai Keng Ang, Cuntai Guan, Kerry Lee, Jie Qi Lee, Shoko Nioka, Britton Chance:
A Brain-Computer Interface for Mental Arithmetic Task from Single-Trial Near-Infrared Spectroscopy Brain Signals. ICPR 2010: 3764-3767 - [c34]Haihong Zhang, Cuntai Guan, Kai Keng Ang:
An Information Theoretic Linear Discriminant Analysis Method. ICPR 2010: 4182-4185 - [c33]Kai Keng Ang, Cuntai Guan, Kerry Lee, Jie Qi Lee, Shoko Nioka, Britton Chance:
Application of rough set-based neuro-fuzzy system in NIRS-based BCI for assessing numerical cognition in classroom. IJCNN 2010: 1-7 - [c32]Sidath Ravindra Liyanage, Jian-Xin Xu, Cuntai Guan, Kai Keng Ang, Tong Heng Lee:
EEG signal separation for multi-class motor imagery using common spatial patterns based on Joint Approximate Diagonalization. IJCNN 2010: 1-6 - [c31]Kavitha P. Thomas, Cuntai Guan, Chiew Tong Lau, A. Prasad Vinod:
A Study on the impact of spectral variability in brain-computer interface. ISCAS 2010: 1189-1192 - [c30]Sau Wai Tung, Chai Quek, Cuntai Guan:
An Evolving Type-2 Neural Fuzzy Inference System. PRICAI 2010: 535-546
2000 – 2009
- 2009
- [j11]Yuanqing Li, Praneeth Namburi, Zhuliang Yu, Cuntai Guan, Jianfeng Feng, Zhenghui Gu:
Voxel Selection in fMRI Data Analysis Based on Sparse Representation. IEEE Trans. Biomed. Eng. 56(10): 2439-2451 (2009) - [j10]Kavitha P. Thomas, Cuntai Guan, Chiew Tong Lau, A. Prasad Vinod, Kai Keng Ang:
A New Discriminative Common Spatial Pattern Method for Motor Imagery Brain-Computer Interfaces. IEEE Trans. Biomed. Eng. 56(11): 2730-2733 (2009) - [c29]Sau Wai Tung, Chai Quek, Cuntai Guan:
T2-HyFIS-yager: Type 2 hybrid neural fuzzy inference system realizing yager inference. FUZZ-IEEE 2009: 80-85 - [c28]Yuanqing Li, Zhuliang Yu, Praneeth Namburi, Cuntai Guan:
Voxel selection in fMRI data analysis: A sparse representation method. ICASSP 2009: 413-416 - [c27]Brahim Hamadicharef, Haihong Zhang, Cuntai Guan, Chuanchu Wang, Kok Soon Phua, Keng Peng Tee, Kai Keng Ang:
Learning EEG-based Spectral-spatial Patterns for Attention Level Measurement. ISCAS 2009: 1465-1468 - [c26]Kavitha P. Thomas, Cuntai Guan, Chiew Tong Lau, A. Prasad Vinod:
Discriminative FilterBank Selection and EEG Information Fusion for Brain Computer Interface. ISCAS 2009: 1469-1472 - 2008
- [j9]Yuanqing Li, Cuntai Guan:
Joint feature re-extraction and classification using an iterative semi-supervised support vector machine algorithm. Mach. Learn. 71(1): 33-53 (2008) - [j8]Yuanqing Li, Cuntai Guan, Huiqi Li, Zhengyang Chin:
A self-training semi-supervised SVM algorithm and its application in an EEG-based brain computer interface speller system. Pattern Recognit. Lett. 29(9): 1285-1294 (2008) - [j7]Haihong Zhang, Cuntai Guan, Chuanchu Wang:
Asynchronous P300-Based Brain-Computer Interfaces: A Computational Approach With Statistical Models. IEEE Trans. Biomed. Eng. 55(6): 1754-1763 (2008) - [j6]Yuanqing Li, Andrzej Cichocki, Shun-ichi Amari, Shengli Xie, Cuntai Guan:
Equivalence Probability and Sparsity of Two Sparse Solutions in Sparse Representation. IEEE Trans. Neural Networks 19(12): 2009-2021 (2008) - [c25]Brahim Hamadicharef, Cuntai Guan, Emmanuel C. Ifeachor, Nigel R. Hudson, Sunil Wimalaratna:
Performance Evaluation and Fusion of Methods for Early Detection of Alzheimer Disease. BMEI (1) 2008: 347-351 - [c24]Sau Wai Tung, Chai Quek, Cuntai Guan:
HyFIS-Yager-gDIC: A Self-organizing Hybrid Neural Fuzzy Inference System Realizing Yager Inference. ICONIP (1) 2008: 1137-1145 - [c23]Shijian Lu, Cuntai Guan, Haihong Zhang:
Subject-independent brain computer interface through boosting. ICPR 2008: 1-4 - [c22]Yuanqing Li, Chuanchu Wang, Haihong Zhang, Cuntai Guan:
An EEG-based BCI system for 2D cursor control. IJCNN 2008: 2214-2219 - [c21]Kai Keng Ang, Zhengyang Chin, Haihong Zhang, Cuntai Guan:
Filter Bank Common Spatial Pattern (FBCSP) in Brain-Computer Interface. IJCNN 2008: 2390-2397 - [c20]Shijian Lu, Cuntai Guan, Haihong Zhang:
Learning adaptive subject-independent P300 models for EEG-based brain-computer interfaces. IJCNN 2008: 2461-2465 - 2007
- [j5]Xiaoyuan Zhu, Cuntai Guan, Jiankang Wu, Yimin Cheng, Yixiao Wang:
Expectation-Maximization Method for EEG-Based Continuous Cursor Control. EURASIP J. Adv. Signal Process. 2007 (2007) - [j4]Brice Rebsamen, Etienne Burdet, Cuntai Guan, Haihong Zhang, Chee Leong Teo, Qiang Zeng, Christian Laugier, Marcelo H. Ang Jr.:
Controlling a Wheelchair Indoors Using Thought. IEEE Intell. Syst. 22(2): 18-24 (2007) - [j3]Ranganatha Sitaram, Haihong Zhang, Cuntai Guan, Manoj Thulasidas, Yoko Hoshi, Akihiro Ishikawa, Koji Shimizu, Niels Birbaumer:
Temporal classification of multichannel near-infrared spectroscopy signals of motor imagery for developing a brain-computer interface. NeuroImage 34(4): 1416-1427 (2007) - [c19]Tran Huy Dat, Cuntai Guan:
Feature Selection Based on Fisher Ratio and Mutual Information Analyses for Robust Brain Computer Interface. ICASSP (1) 2007: 337-340 - [c18]Yuanqing Li, Huiqi Li, Cuntai Guan, Zhengyang Chin:
A Self-Training Semi-Supervised Support Vector Machine Algorithm and its Applications in Brain Computer Interface. ICASSP (1) 2007: 385-388 - [c17]Haihong Zhang, Cuntai Guan, Chuanchu Wang:
Brainy Communicator. ICME 2007: 4 - 2006
- [j2]Yuanqing Li, Cuntai Guan:
An Extended EM Algorithm for Joint Feature Extraction and Classification in Brain-Computer Interfaces. Neural Comput. 18(11): 2730-2761 (2006) - [j1]Yuanqing Li, Shun-ichi Amari, Andrzej Cichocki, Cuntai Guan:
Probability Estimation for Recoverability Analysis of Blind Source Separation Based on Sparse Representation. IEEE Trans. Inf. Theory 52(7): 3139-3152 (2006) - [c16]Huiqi Li, Yuanqing Li, Cuntai Guan:
An Effective BCI Speller Based on Semi-supervised Learning. EMBC 2006: 1161-1164 - [c15]Tran Huy Dat, Louis Shue, Cuntai Guan:
Electrocorticographic signal classification based on time-frequency decomposition and nonparametric statistical modeling. EMBC 2006: 2292-2295 - [c14]Yuanqing Li, Cuntai Guan:
A Semi-supervised SVM Learning Algorithm for Joint Feature Extraction and Classification in Brain Computer Interfaces. EMBC 2006: 2570-2573 - [c13]Eugene Teo, Alvin Huang, Yong Lian, Cuntai Guan, Yuanqing Li, Haihong Zhang:
Media Communication Center Using Brain Computer Interface. EMBC 2006: 2954-2957 - [c12]Yuanqing Li, Andrzej Cichocki, Shun-ichi Amari, Cuntai Guan:
Analysis of Source Sparsity and Recoverability for SCA Based Blind Source Separation. ICA 2006: 831-837 - [c11]Haihong Zhang, Cuntai Guan:
A Kernel-based Signal Localization Method for NIRS Brain-computer Interfaces. ICPR (1) 2006: 1158-1161 - [c10]Haihong Zhang, Cuntai Guan, Yuanqing Li:
Signal processing for brain-computer interface: enhance feature extraction and classification. ISCAS 2006 - 2004
- [c9]Wenjie Xu, Cuntai Guan, Chng Eng Siong, S. Ranganatha, M. Thulasidas, Jiankang Wu:
High Accuracy Classification of EEG Signal. ICPR (2) 2004: 391-394 - 2003
- [c8]Jun Xu, Thomas Choy, Minghui Dong, Cuntai Guan, Haizhou Li:
On unit analysis for Cantonese corpus-based TTS. INTERSPEECH 2003: 269-272 - 2002
- [c7]Bin Ma, Cuntai Guan, Haizhou Li, Chin-Hui Lee:
Multilingual speech recognition with language identification. INTERSPEECH 2002: 505-508 - [c6]Bin Ma, Cuntai Guan, Haizhou Li:
Likelihood probability mismatch analysis and normalization in multilingual speech applications. ISCSLP 2002 - [c5]Min Zhang, Cuntai Guan, Haizhou Li:
Equivalent node-based speech grammar optimization. ISCSLP 2002
1990 – 1999
- 1998
- [c4]Cuntai Guan, Haizhou Li, Baosheng Yuan, Zhiwei Lin:
Data-driven Acoustic Modeling Approach for Chinese LVCSR. ISCSLP 1998 - [c3]Baosheng Yuan, Cuntai Guan, Gareth Loudon, Haizhou Li:
Optimization of Parameter Tying for Chinese Acoustic Modeling. ISCSLP 1998 - 1997
- [c2]Cuntai Guan, Shu-hung Leung, Wing Hong Lau:
A space transformation approach for robust speech recognition in noisy environments. EUROSPEECH 1997: 1591-1594 - 1993
- [c1]Cuntai Guan, Yong Bin Chen, Boxiu Wu:
Direct modulation on LPC coefficients with application to speech enhancement and improving the performance of speech recognition in noise. ICASSP (2) 1993: 107-110
Coauthor Index
[c180] [j48] [i18] [j45] [j44] [c158] [c145] [c144] [c143] [j37] [j36] [j33] [c139] [c138] [c137] [c132] [c129] [j31] [c125] [c123] [c121] [c120] [c116] [c114] [c109] [c108] [c107] [j29] [c105] [c104] [c103] [c102] [c101] [c100] [c97] [c94] [c90] [j27] [j26] [j25] [j23] [j22] [c88] [c87] [c86] [c85] [c84] [c82] [c81] [c79] [c78] [c77] [c76] [c75] [j19] [c72] [c70] [c69] [c67] [c66] [c65] [c64] [c63] [c59] [c58] [c57] [c56] [c55] [c54] [c53] [c51] [j16] [j15] [c50] [c49] [c47] [c43] [c42] [c41] [c40] [c35] [c34] [c33] [c32] [j10] [c27] [c21]
Hiok Chai Quek
aka: Chai Quek
aka: Chai Quek
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