Prof GUAN Cuntai, PhD

 

Professor, Computer Science and Engineering

 

Program Director, Strategic Collaboration

 

Co-Director, NTU-NNI Neuro-technology Fellowship Program

 

Fellow, IEEE

 

School of Computer Science and Engineering

http://scse.ntu.edu.sg/Pages/Home.aspx

 

Nanyang Technological University, Singapore

www.ntu.edu.sg

 

Email: ctguan@ntu.edu.sg

Phone: (65) 6790 6205

Office: N4-02B-52

 

 

 

Selected Publications: (for full publication list see Google Scholar or Researchgate)

 

BCI Algorithms

 

o      Tushar Chouhan, Neethu Robinson, Vinod A Prasad, Kai Keng Ang, Cuntai Guan, "Wavelet Phase-Locking based Binary Classification of Hand Movement Directions from EEG", Journal of Neural Engineering, 15 (6), 2018, pp 1-13. ViewPDF

 

o      Luzheng Bi, Huikang Wang, Teng Teng, and Cuntai Guan A Novel Method of Emergency Situation Detection for a Brain-controlled Vehicle by Combining EEG Signals with Surrounding Information”, IEEE Transactions on Neural Systems and Rehabilitation Engineering, Oct 2018, 26(10), pp1926-1934. ViewPDF

 

o      Vikram Shenoy Handiru, A. P. Vinod, Cuntai Guan, “EEG Source Imaging of Movement Decoding: The State-of-the-art and Future Direction”, IEEE Systems, Man, and Cybernetics Magazine, April 2018, Vol 4, No 2, pp14 - 23. ViewPDF

 

o      Xinyang Li, Cuntai Guan, Kai Keng Ang, Haihong Zhang, “A Unified Fisher's Ratio Learning Method for Spatial Filter Optimization", IEEE Transactions on Neural Networks and Learning SystemsNov 2017, Vol 28, No 11, pp2727-2737, ViewPDF

 

o      Vikram Handiru Shenoy, Vinod A Prasad, Cuntai Guan, "EEG Source Space Analysis of Supervised Factor Analytic Approach for the Classification of Multi-directional Arm Movement", Journal of Neural Engineering, 14, 2017, 046008, pp1-14 ViewPDF

 

o      Neethu Robinson, Ali Danish Zaidi, Mohit Rana, Vinod A Prasad, Cuntai Guan, Niels Birbaumer, Ranganatha Sitaram, “Real-time Subject-independent Pattern Classification of Overt and Covert Movements from fNIRS Signals”, PLOS ONE, 2016, Vol 11, No. 7, e0159959 ViewPDF

 

o      Xinyang Li, Cuntai Guan, Kai Keng Ang, Haihong Zhang, “Discriminative Ocular Artifact Correction for Feature Learning in EEG Analysis”, IEEE Transactions on Biomedical Engineering, Vol 64, No 8, Aug 2017, pp 1906-1913 ViewPDF

 

o      Sim Kuan Goh, Hussein A. Abbass, Kay Chen Tan, Abdullah Al-Mamun, Chuanchu Wang, and Cuntai Guan,EEG Artifact Removal Methodologies Based on Detection of Influential Independent Components”, IEEE Transactions on Emerging Topics in Computational Intelligence, Vol 1, No 4, 2017, pp270-279. ViewPDF

 

o      Camilo Libedinsky, Rosa So, Zhiming Xu, Toe K. Kyar, Duncun Ho, Clement Lim, Louiza Chan, Yuanwei Chua, Lei Yao, Jia H. Cheong, Jung Hyup Lee, Kulkarni Vinayak Vishal, Yongxin Guo, Zhi Ning Chen, Lay K. Lim, Peng Li, Lei Liu, Xiaodan Zou, Kai K. Ang, Yuan Gao, Wai H. Ng, Boon S. Han, Keefe Chng, Cuntai Guan, Minkyu Je, Shih-Cheng Yen, “Independent Mobility Achieved Through a Wireless Brain-Machine Interface”, PLOS ONE, 2016, Vol 11, No 11, e0165773 ViewPDF

 

o      Huijuan Yang, Kai Keng Ang, Chuanchu Wang, Kok Soon Phua, Cuntai Guan, “Neural and Cortical Analysis of Swallowing and Detection of Motor Imagery of Swallow for Dysphagia Rehabilitation - A Review”, Progress in Brain Research, vol 228, 2016, pp185-219 (Invited Paper) ViewPDF

 

o      Neethu Robinson, Cuntai Guan, Vinod A Prasad, "Adaptive Estimation of Hand Movement Trajectory in an EEG Based Brain-Computer Interface System", Journal of Neural Engineering, 2015, Vol 12, No 6, 066019 ViewPDF

 

o      Andreas Markus Ray, Ranganatha Sitaram, Mohit Rana, Emanuele Pasqualotto, Korhan Buyukturkoglu, Cuntai Guan, Kai Keng Ang, Cristián Tejos, Francisco Javier Zamorano, Francisco Aboitiz, Niels Birbaumer, Sergio Ruiz, “A Subject-independent Pattern-based Brain-Computer Interface”, Frontiers in Behavioral Neuroscience, 2015, Vol 9, No 00269. ViewPDF

 

o      Huijuan Yang, Cuntai Guan, Chuan Chu Wang and Kai Keng Ang, “Detection of Motor Imagery of Brisk Walking from Electroencephalogram”, Journal of Neuroscience Methods, Apr, 2015, 15(244) pp 33-44. ViewPDF

 

o      Fabien Lotte, Jonathan S Brumberg, Peter Brunner, Aysegul Gunduz, Anthony L Ritaccio, Cuntai Guan, Gerwin Schalk, “Electrocorticographic Representations of Segmental Features in Continuous Speech”, Frontiers in Human Neuroscience, Feb 2015, 9:97. doi: 10.3389/fnhum.2015.00097 ViewPDF

 

o      Xinyang Li, Cuntai Guan, Haihong Zhang, Kai Keng Ang, Sim Heng Ong, “Adaptation of Motor Imagery EEG Classification Model Based on Tensor Decomposition", Journal of Neural Engineering, 11:5, 2014, Sep 22, 056020 ViewPDF

 

o      Felix Putze, Sebastian Hesslinger, Chun-Yu Tse, Yun Ying Huang, Christian Herff, Cuntai Guan, Tanja Schultz, “Hybrid fNIRS-EEG based Classification of Auditory and Visual Perception Processes”, Frontiers in Neuroscience, 18 November 2014, doi: 10.3389/fnins.2014.00373 ViewPDF

 

o      Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek, "Mutual Information-based Optimization of Sparse Spatio-spectral Filters in Brain-Computer Interface", Neural Computing and Applications, September 2014, Volume 25, No 3-4, pp 625-634 ViewPDF

 

o      Atieh Bamdadian, Cuntai Guan, Kai Keng Ang, and Jianxin Xu, "The Predictive Role of Pre-cue EEG Rhythms on MI-based BCI Classification Performance," Journal of Neuroscience Methods, Sep 2014, 235C:138-144. doi: 10.1016/j.jneumeth.2014.06.011 ViewPDF

 

o      Huijuan Yang, Cuntai Guan, Karen Sui Geok Chua, See San Chok, Chuan Chu Wang, Kok Soon Phua, Ka Yin Christina Tang, Kai Keng Ang, “Detection of Motor Imagery of Swallow EEG Signals based on Dual-Tree Complex Wavelet Transform and Adaptive Model Selection”, Journal of Neural Engineering, 11 (3), May 2014, 035016 ViewPDF

 

o      Neethu Robinson, Cuntai Guan, A P Vinod, Ang Kai Keng and Tee Keng Peng, “Multi-class EEG Classification of Voluntary Hand Movement Directions”, Journal of Neural Engineering, Sep. 2013, Vol. 10, No. 5, pp 056018 ViewPDF

 

o      Xinyang Li, Haihong Zhang, Cuntai Guan, Sim-Heng Ong, Yaozhang Pan and Kai Keng Ang, “Discriminative Learning of Signal Propagation and Spatial Pattern for Motor Imagery EEG Analysis”, Neural Computation, Vol. 25, No. 10, October 2013, pp 2709-2733 ViewPDF

 

o      Neethu Robinson, A. P. Vinod, Kai Keng Ang, Keng Peng Tee, Cuntai Guan, “EEG-based Classification of Fast and Slow Hand Movements Using Wavelet-CSP Algorithm”, IEEE Transactions on Biomedical Engineering, Vol. 60, No. 2, Aug. 2013, pp 2123 - 2132 ViewPDF

 

o      Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek, "EEG Data Space Adaptation to Reduce Inter-session Non-stationarity in Brain-Computer Interface", Neural Computation, Vol. 25, No. 8, Aug 2013, pp 2146-2171 ViewPDF

 

o      Haihong Zhang, Huijuan Yang, Cuntai Guan, "Bayesian Learning for Spatial Filtering in EEG-based Brain-Computer Interface", IEEE Transactions on Neural Networks and Learning Systems, Vol 24, No. 7, July 2013, pp 1-12 ViewPDF

 

o      Sidath Liyanage, Cuntai Guan, Haihong Zhang, Kai Keng Ang, Jianxin Xu, and Tong Heng Lee, “Dynamically Weighted Ensemble Classification for Non-Stationary EEG Processing”, Journal of Neural Engineering, Vol 10, No. 3, Jun 2013, 036007 ViewPDF

 

o      Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek, "Optimizing Spatial Filters by Minimizing Within-class Dissimilarities in EEG-based BCI", IEEE Transactions on Neural Networks and Learning Systems, Vol 24, No. 4, April 2013, pp 610-619 ViewPDF

 

o      Kai Keng Ang, Zheng Yang Chin, Chuanchu Wang, Cuntai Guan, Haihong Zhang, “Filter Bank Common Spatial Pattern Algorithm on BCI Competition IV Datasets IIa and IIb”, Frontiers in Neuroscience, 2012, 6:39. doi: 10.3389/fnins.2012.00039. (Invited Paper) ViewPDF

 

o      Haihong Zhang, Cuntai Guan, Kai Keng Ang and Chuanchu Wang, “BCI Competition IV – Data Set I: Learning Discriminative Patterns for Self-paced EEG-based Motor Imagery Detection”, Frontiers in Neuroscience, 2012, 6:7. doi: 10.3389/fnins.2012.00007. (Invited Paper) ViewPDF

 

o      Kai Keng Ang, Zheng Yang Chin, Haihong Zhang, Cuntai Guan, “Mutual Information-based Selection of Optimal Spatial-temporal Patterns for Single-trial EEG-based BCIs”, Pattern Recognition, Vol 45, No 6, June 2012, pp 2137–2144 ViewPDF

 

o      Haihong Zhang, Sidath Liyanage, Cuntai Guan, “Learning from Feedback Training Data in Self-Paced Brain-Computer Interface”, Journal of Neural Engineering, Vol 8, Aug, 2011. 046035 ViewPDF

 

o      Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang and Hiok Chai Quek, “Optimizing the Channel Selection and Classification Accuracy in EEG-based BCI”, IEEE Transactions on Biomedical Engineering, Vol. 58 No. 6, June 2011, pp1865-1873 ViewPDF

 

o      Kavitha P Thomas, Cuntai Guan, Chiew Tong Lau, Vinod A Prasad and Kai Keng Ang, “Adaptive Tracking of Discriminative Frequency Components in EEG for a Robust Brain-Computer Interface”, Journal of Neural Engineering, Vol. 8, No. 3, 2011, 036007 ViewPDF

 

o      Fabien P.R. Lotte and Cuntai Guan, “Regularizing Common Spatial Patterns to Improve BCI Designs: Unified Theory and New Algorithms”, IEEE Transactions on Biomedical Engineering, Vol. 58, No. 2, February 2011, pp 355-362 ViewPDF

 

o      Haihong Zhang, Chin Zheng Yang, Kai Keng Ang, Cuntai Guan and Chuanchu Wang, “Optimum Spatio-Spectral Filtering Network for Brain-Computer Interface”, IEEE Transactions on Neural Networks, Vol. 22, No. 1, January 2011, pp52-63 ViewPDF

 

o      Haihong Zhang, Cuntai Guan and Yuanqing Li, “A Linear Discriminant Analysis Method based on Mutual Information Maximization”, Pattern Recognition, Vol 44, No. 4, April 2011, pp877-885 ViewPDF

 

o      Yuanqing Li, Kai Keng Ang, Cuntai Guan, “Digital Signal Processing and Machine Learning”, in book Brain-Computer Interfaces - Revolutionizing Human-Computer Interaction, ISBN: 978-3-642-02090-2, Springer, 2010

 

o      Haiping Lu, How-Lung Eng, Cuntai Guan, K. N. Plataniotis and A. N. Venetsanopoulos, “Regularized Common Spatial Pattern with Aggregation for EEG Classification in Small-Sample Setting”, IEEE Transactions on Biomedical Engineering, Vol 57, No. 12, December 2010, pp 2936-2946 ViewPDF

 

o      Brice Rebsamen, Cuntai Guan, Haihong Zhang, Chuanchu Wang, Cheeleong Teo, Marcelo Ang, and Etienne Burdet, “A Brain Controlled Wheelchair to Navigate in Familiar Environments”, IEEE Transactions on Neural Systems and Rehabilitation Engineering, Vol. 18, No. 6, December, 2010, pp590 – 598 ViewPDF

 

o      Haihong Zhang and Cuntai Guan, “A Maximum Mutual Information Approach for Generating Effective 1D Continuous Control Signal in Asynchronous Brain Computer Interface”, Journal of Neural Engineering, Vol. 7, No. 5, 2010, 056009 ViewPDF

 

o      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 Transactions on Biomedical Engineering, Vol. 57, No. 10, October 2010, pp 2495-2505 ViewPDF

 

o      Kavitha P Thomas, Cuntai Guan, Tong Lau Chiew, Vinod A Prasad and Kai Keng Ang, "New Discriminative Common Spatial Pattern Method for Motor Imagery Brain Computer Interfaces", IEEE Transactions on Biomedical Engineering, Vol. 56, No. 11, November 2009, pp2730 - 2733 ViewPDF

 

o      Shijian Lu, Cuntai Guan and Haihong Zhang, "Unsupervised Brain Computer Interface based on Inter-Subject Information and Online Adaptation", IEEE Transactions on Neural Systems and Rehabilitation Engineering, Vol. 17, No. 2, April, 2009, pp1-11 ViewPDF

 

o      Haihong Zhang, Cuntai Guan and Chuanchu Wang, "Towards Asynchronous P300-based Brain-computer Interfaces: A Computational Approach with Statistical Models”, IEEE Transactions on Biomedical Engineering, Vol. 55, No. 6, June 2008, pp1754-1763 ViewPDF

 

o      Yuanqing Li and Cuntai Guan, "Joint Feature Re-extraction and Classification Using an Iterative Semi-Supervised Support Vector Machine Algorithm", Machine Learning, vol. 71, no. 1, Apr, 2008, pp33-53.  ViewPDF

 

o      Brice Rebsamen, Etienne Burdet, Cuntai Guan, Haihong Zhang, Chee Leong Teo, Qiang Zeng, Christian Laugier and Marcelo H. Ang Jr., "Controlling a Wheelchair Indoors Using Thought," IEEE Intelligent Systems, vol. 22, no. 2, Mar/Apr, 2007, pp18-24 ViewPDF

 

o      Ranganatha Sitaram, Haihong Zhang, Cuntai Guan, Manoj Thulasidas, Yoko Hoshi, Akihiro Ishikawa, Koji Shimizu and Niels Birbaumer, "Temporal Classification of Multi-Channel Near Infrared Spectroscopy Signals of Motor Imagery for Developing a Brain-Computer Interface", NeuroImage, Vol 34, No 4, Feb 2007, pp1416-1427 ViewPDF

 

o      Yuanqing Li and Cuntai Guan, "An Extended EM Algorithm for Joint Feature Extraction and Classification in Brain Computer Interfaces", Neural Computation, Vol. 18, No.11, 2006, pp2730–2761 ViewPDF

 

o      Thulasidas Manoj, Cuntai Guan, and Wu Jiankang,"Robust Classification of EEG Signal for Brain-Computer Interface", IEEE Transactions on Neural Systems and Rehabilitation Engineering, Vol.14, No.1, 2006, pp24-29 ViewPDF

 

o      Aung Aung Phyo Wai, MinHo Lee, Seong-Whan Lee, Cuntai Guan, “Improving the Performance of SSVEP BCI with Short Response Time by Temporal Alignments Enhanced CCA”, 9th International IEEE EMBS Neural Engineering Conference (NER’19), San Francisco, USA on March 20-23, 2019.

 

o      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”, 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC’18), Miyazaki, Japan, Oct 7-10, 2018.

 

o      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”, 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’15), Milan, Italy, 25-29 Aug, 2015. ViewPDF

 

o      Zhiming Xu, Cuntai Guan, Rosa So, Kai Keng Ang, Kyaw Kyar Toe, “Motor Cortical Adaptation Induced by Closed-Loop BCI”, 7th International IEEE EMBS Conference on Neural Engineering (NER), Montpellier, France, April 22-24, 2015. ViewPDF

 

o      Atieh Bamdadian, Cuntai Guan, Kai Keng Ang, Jian-Xin Xu, “Towards improvement of MI-BCI performance of subjects with BCI deficiency”, 7th International IEEE EMBS Conference on Neural Engineering (NER), Montpellier, France, April 22-24, 2015.  ViewPDF

 

o      Zhiming Xu, Rosa So, Kyaw Kyar Toe, Kai Keng Ang, Cuntai Guan, “On the Asynchronously Continuous Control of Mobile Robot Movement By Motor Cortical Spiking Activity”, 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Chicago, Illinois, USA on August 26-30, 2014. ViewPDF

 

o      Yaozhang Pan, Cuntai Guan, Juanhong Yu, Kai Keng Ang, Ti Eu Chan, “Common Frequency Pattern for Music Preference Identification using Frontal EEG”, 6th International IEEE EMBS Conference on Neural Engineering (NER), 6-8 Nov, 2013, San Diego. ViewPDF

 

o      Atieh Bamdadian, Cuntai Guan, Kai Keng Ang, Jianxin Xu, “Predicting the performance of a MI-based BCI based on pre-cue EEG data”, International Brain-Computer Interface Meeting (BCI Meeting), 3-7 Jun 2013, Asilomar, California (The Most Innovative Poster Paper Award) . ViewPDF

 

o      Zhiming Xu, Kai Keng Ang, Cuntai Guan, “Neural Decoding of Movement Targets by Unsorted Spike Trains”, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Vancouver, Canada, 26-31 May 2013. ViewPDF

 

o      Huijuan Yang, Cuntai Guan, Kai Keng Ang, Chuanchu Wang, Koksoon Phua, Ka Yin, Christina Tang, Longjiang Zhou, “Feature Consistency-based Model Adaptation in Session-to-Session Classification: A Study Using Motor Imagery of Swallow EEG Signals”, 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 3-7 July 2013, Osaka, Japan. ViewPDF

 

o      Kai Keng Ang, Zheng Yang Chin, Haihong Zhang and Cuntai Guan, “Filter Bank Common Spatial Pattern (FBCSP) algorithm using online adaptive and semi-supervised learning”, International Joint Conference on Neural Networks (IJCNN), San Jose, California, July 31 - August 5, 2011. ViewPDF

 

o      Fabien Lotte, Cuntai Guan, “Spatially Regularized Common Spatial Patterns for EEG Classification”, International Conference on Pattern Recognition (ICPR), Istanbul, Turkey, August 23-26, 2010. ViewPDF

 

o      Fabien Lotte, Cuntai Guan, “Learning from Other Subjects Helps Reducing Brain-Computer”, IEEE Intl Conf Acoustics, Speech, and Signal Processing (ICASSP), Dallas, US, 14-19 March, 2010.  ViewPDF

 

o      Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek, "Optimizing EEG Channel Selection by Regularized Spatial Filtering and Multi Band Signal Decomposition”, IASTED Intl Conf Biomedical Engineering (BioMed), Innsbruck, Austria, 17-19 Feb 2010. ViewPDF

 

o      Fabien Lotte, Cuntai Guan, “An Efficient P300-based Brain-Computer Interface with Minimal Calibration Time”, Workshop on Assistive Machine Learning for People with Disabilities (NIPS workshop), Vancouver, 7-10 Dec, 2009. ViewPDF

 

o      Haihong Zhang, Cuntai Guan, Chuanchu Wang, Kai Keng Ang, “Spatio-spectral feature selection based on robust mutual information estimate for brain computer interfaces”, The 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Minneapolis, USA, Sept. 2-6, 2009.  ViewPDF

 

o      Fabien Lotte, Cuntai Guan, Kai Keng Ang, “Comparison of Designs Towards a Subject-Independent Brain-Computer Interface based on Motor Imagery” (Invited) The 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Minneapolis, USA, Sept. 2-6, 2009. ViewPDF

 

o      Zheng Yang Chin, Kai Keng Ang, Chuanchu Wang, Cuntai Guan, Haihong Zhang, “Multi-class Filter Bank Common Spatial Pattern for Four-Class Motor Imagery BCI ”, The 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Minneapolis, USA, Sept. 2-6, 2009. ViewPDF

 

o      Shijian Lu, Cuntai Guan, Haihong Zhang, "Learning Adaptive Subject-independent P300 Models for EEG-based Brain-computer Interfaces", 2008 IEEE International Joint Conference on Neural Networks - IJCNN (IEEE World Congress on Computational Intelligence), Hong Kong, 2-6 June, 2008. ViewPDF

 

o      Kai Keng Ang, Zheng Yang Chin, Haihong Zhang, Cuntai Guan, "Filter Bank Common Spatial Pattern (FBCSP) in Brain-computer Interface", 2008 IEEE International Joint Conference on Neural Networks -IJCNN (IEEE World Congress on Computational Intelligence), Hong Kong, 2-6 June, 2008. ViewPDF

 

o      Haihong Zhang, Cuntai Guan, Chuanchu Wang, "Towards Asynchronous Brain-computer Interfaces: A P300-based Approach with Statistical Models", International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Lyon, France, Aug 23- 26, 2007. ViewPDF

 

o      Chuanchu Wang, Haihong Zhang, Koksoon Phua, Tran Huy Dat, Cuntai Guan, "Introduction to NeuroComm: a Platform for Developing Real-Time EEG-based Brain-Computer Interface Applications", International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Lyon, France, Aug 23- 26, 2007. ViewPDF

 

o      Brice Rebsamen, Etienne Burdet, Cuntai Guan, Chee Leong Teo, Qiang Zeng, Marcelo Ang, Christian Laugier, "Controlling a wheelchair using a BCI with low information transfer rate", IEEE International Conference on Rehabilitation Robotics (ICORR), Holland, 13-15 June 2007. ViewPDF

 

o      Quadrianto Novi, Cuntai Guan, Tran Huy Dat, and Ping Xue, "Sub-band Common Spatial Pattern (SBCSP) for Brain-Computer Interface", International IEEE EMBS Conference on Neural Engineering (NER), Hawaii, USA, 2-5 May, 2007. ViewPDF

 

o      Yuanqing Li, Huiqi Li, Cuntai Guan, Zhengyang Chin, "A Self-training Semi-supervised Support Vector Machine Algorithm and Its Applications in Brain Computer Interface", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Honolulu, 15-20 April, 2007. ViewPDF

 

o      Yuanqing Li, Cuntai Guan,  "A Semi-supervised SVM Learning Algorithm for Joint Feature Extraction and Classification in Brain Computer Interfaces", International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), New York, US, Aug 30- Sept 3, 2006.  ViewPDF

 

o      Brice Rebsamen, Etienne Burdet, Cuntai Guan, Haihong Zhang, Chee Leong Teo, Qiang Zeng, Marcelo Ang and Christian Laugier, "A Brain-Controlled Wheelchair Based on P300 and Path Guidance", IEEE International Conference on Biomedical Robotics and Biomechatronics (BioRob), Pisa, Italy, February 20-22, 2006.  ViewPDF

 

o      Haihong Zhang and Cuntai Guan, "Kernel-based Signal Localization Method for NIRS Brain-computer Interfaces", International Conference on Pattern Recognition (ICPR), Hong Kong, 2006.  ViewPDF

 

o      Haihong Zhang, Cuntai Guan, Yuanqing Li, "Signal Processing for Brain-computer Interface: Enhance Feature Extraction and Classification", IEEE International Symposium on Circuits and Systems (ISCAS), Kos, Greece, May 21-24, 2006.  ViewPDF

 

o      Haihong Zhang, Cuntai Guan, Chuanchu Wang, "A Statistical Model of Brain Signals with Application to Brain-Computer Interface", International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Shanghai, China, Sept 1-4, 2005. ViewPDF

 

o      Chuanchu Wang, Cuntai Guan, Haihong Zhang, "P300 Brain-Computer Interface Design for Communication and Control Applications ", International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Shanghai, China, Sept 1-4, 2005. ViewPDF

 

o      Cuntai Guan, Manoj Thulasidas, Jiankang Wu, "High Performance P300 Speller for Brain-Computer Interface", IEEE International Workshop on Biomedical Circuits and Systems (BioCAS), Singapore, Dec 1-3, 2004. ViewPDF

 

o      Cuntai Guan, Xiaoyuan Zhu, S Ranganatha, Manoj Thulasidas, J Wu, "Robust Classification of Event-related Potential for Brain-Computer Interface", International Conference on Advances in Medical Signal and Information Processing (MEDSIP), Malta, 5-8, September 2004. (Best Paper, Poster Category) ViewPDF