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Dr. Guan Cuntai |
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Programme Manager
Intelligent Systems for Personalized and Connected Healthcare (INSPECH)
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Academic Qualifications: PhD
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Research Interests/Areas: Brain–computer interface, Neural signal processing, Machine learning, Pattern classification, Neuro-rehabilitation, and Health monitoring
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Honors and Awards:
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IES Prestigious Engineering Achievement Award, 2009
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Winner of International Brain-Computer Interface Competition III (2005) and IV (2008)
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Samsung DigitAll Hope Award, 2004
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Best Paper Award, MEDSIP’04, September 2004
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Professional Activities:
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Senior Member of IEEE
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President of Pattern Recognition and Machine Intelligence Association (PREMIA), Singapore, 2008 - 2010
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Associate Editor, Frontiers in Neuroprosthetics
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Session Chair, International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2009, Minneapolis
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General Co-Chair, 10th International Conference on e-Health Networking, Application & Services (Healthcom), July 2008, Singapore
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Session Chair, International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2008, Vancouver, Canada
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Session Chair, IEEE International Joint Conference on Neural Networks (IJCNN), 2008, Hong Kong
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Track Chair, IEEE International Workshop on Biomedical Circuits and Systems, 2006, UK
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Session Chair, International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2005, Shanghai
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Reviewer of IEEE Transactions on Biomedical Engineering, IEEE Transactions on Neural Systems and rehabilitation Engineering, IEEE Transactions on Information Theory, IEEE Transactions on Image Processing, Brain Research, etc.
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Selected Publications:
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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, pp 2730 - 2733
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Yuanqing Li, Praneeth Namburi, Zhuliang Yu, Cuntai Guan, Jianfeng Feng, Zhenghui Gu, "Voxel Selection in fMRI Data Analysis Based on Sparse Representation", IEEE Transactions on Biomedical Engineering, Vol. 56, No. 10, October, 2009, pp 2439-2451
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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
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Yuanqing Li, Andrzej Cichocki, Shun-ichi Amari, Shenli Xie, Cuntai Guan, "Equivalence Probability and Sparsity of Two Sparse Solutions in Sparse Representation", IEEE Transactions on Neural Networks, Vol 19, No 12, Dec, 2008, pp 2009-2021
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Haihong Zhang, Cuntai Guan, 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, pp 1754-1763
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Ranganatha Sitaram, Haihong Zhang, Cuntai Guan, Manoj Thulasidas, Yoko Hoshi, Akihiro Ishikawa, Koji Shimizu, 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
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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 Intelligent Systems, vol. 22, no. 2, pp. 18-24, Mar/Apr, 2007
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Yuanqing Li, Shun-ichi Amari, Andrzej Cichocki, Cuntai Guan, "Probability Estimation for Recoverability Analysis of Blind Source Separation Based on Sparse Representation", IEEE Transactions on Information Theory, Vol. 52, No.7, 2006, pp 3139-3152
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Yuanqing Li, Cuntai Guan, "An Extended EM Algorithm for Joint Feature Extraction and Classification in Brain Computer Interfaces", Neural Computation, Vol. 18, No.11, 2006, pp. 2730–2761
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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
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