Feng WAN  萬 峰
Associate Professor

Academic Qualifications | Teaching | Research | Selected Publications | Professional Affiliations | Contact Details

Academic Qualifications
Teaching

B.Sc. Courses

  1. Quality Control (ELEC200)
  2. Control Systems I (ELEC313)
  3. Control Systems II (ELEC312)
  4. Computer and Microprocessor Control Systems (ELEC409)
  5. System Design (ELEC437)
  6. Project (ELEC402)

M.Sc. and PhD Courses

  1. Introduction to Research (IMSE001)
  2. Advanced Topics in Control Systems (IMSE007)
  3. Thesis (IMSE999)
  4. Computational Intelligence and Intelligent Control (ELCE802)
  5. Electronic Circuitry for Medical Instrumentation (ELCE804)

Research

Research Interests

Research Projects


Selected Publications

Selected Journal Papers

  1. “A Pilot Study on Neurofeedback Training for Enhancement of Balance Ability Measured by Nintendo Wii Balance Board,” Nanotechnology and Precision Engineering, in press.
  2. “Adaptive Time-Window Length Based on Online Performance Measurement in SSVEP-based BCIs,” Neurocomputing, vol. 149, pp. 93-99, 2015.
  3. “Dynamic Peripheral Visual Performance Relates to Alpha Activity in Soccer Players,” Frontiers in Human Neuroscience, 8:913, 2014.
  4. “Objective Evaluation of Fatigue by EEG Spectral Analysis in Steady-State Visual Evoked Potential-Based Brain-Computer Interfaces,” Biomedical Engineering Online, vol. 13, no. 28, 2014. (Highly accessed)
  5. “Resting Alpha Activity Predicts Learning Ability in Alpha Neurofeedback,” Frontiers in Human Neuroscience, 8:500, 2014.
  6. “Peripheral Visual Performance Enhancement by Neurofeedback Training,” Applied Psychophysiology and Biofeedback, vol. 38, no. 4, pp. 285-291, 2013.
  7. “15-nW Biopotential LPFs in 0.35-µm CMOS Using Subthreshold-Source-Follower Biquads with and without Gain Compensation,” IEEE Trans. on Biomedical Circuits and Systems, vol. 7, no. 5, pp. 690-702, 2013.
  8. “One-Unit Second Order Blind Identification (SOBI) with Reference for Short Transient Signals,” Information Sciences, vol. 227, pp. 90-101, 2013.
  9. “Individual Alpha Neural Feedback Training Effect on Short-Term Memory,” International Journal of Psychophysiology, vol. 86, pp. 83-87, 2012.
  10. “Robust Deterministic Annealing Based EM Algorithm,” IET Electronics Letters, vol. 48, no. 5, pp. 289-290, 2012.
  11. “A 0.83-µW QRS Detection Processor Using Quadratic Spline Wavelet Transform for Wireless ECG Acquisition in 0.35-µm CMOS,” IEEE Trans. on Biomedical Circuits and Systems, vol. 6, no. 6, pp. 586-595, 2012.
  12. “A Fast Adaptive Model Reduction Method Based on Takenaka-Malmquist Systems,” Systems and Control Letters, vol. 61, no. 1, pp. 223-230, 2012.
  13. “Trial Pruning Based on Genetic Algorithm for Single-Trial EEG Classification,” Computers and Electrical Engineering, vol. 38, no. 1, pp. 35-44, 2012.
  14. “Frequency-Bandwidth-Tunable Powerline Notch Filter for Biopotential Acquisition Systems,” IET Electronics Letters, vol. 45, no. 4, pp. 197-199, 2009.
  15. “A Neural Network Approach to Control Performance Assessment,” International Journal of Intelligent Computing and Cybernetics, vol. 1, no. 4, pp. 617-633, 2008.
  16. “Further Study on the Parameter Convergence of Fuzzy Models in Nonlinear System Identifications,” Acta Automatica Sinica, vol. 33, no. 1, pp. 109-112, 2007.
  17. “How to Determine the Minimum Number of Fuzzy Rules to Achieve Given Accuracy: A Computational Geometric Approach to SISO Case,” Fuzzy Sets and Systems, vol. 150, pp. 199-209, 2005.
  18. “Nonlinear Discrete-Time System Identifications Based on Fuzzy Models: Algorithms and Performance Analyses,” Acta Automatica Sinica, vol. 30, no. 6, pp. 844-853, 2004.
  19. “Structured Neural Networks for Constrained Model Predictive Control,” Automatica, vol. 37, no. 8, pp. 1235-1243, 2001.

Recent Conference Papers

  1. “Single-Trial Detection of Error-Related Potential by One-Unit SOBI-R in SSVEP-based BCI,” in the Proceedings of the 10th International Symposium on Neural Networks (ISNN 2014), Hong Kong and Macao, China, Nov. 28-Dec. 1, 2014. Also in Advances in Neural Networks - ISNN 2014. Lecture Notes in Computer Science, Springer-Verlag, Berlin/Heidelberg, 2014.
  2. “Muscle and Electrode Motion Artifacts Reduction in ECG Using Adaptive Fourier Decomposition,” in the Proceedings of the 2014 International IEEE International Conference on Systems, Man, and Cybernetics, San Diego, California, Oct 5-8, 2014.
  3. “Ocular Artifact Removal from EEG Using ANFIS,” in the Proceedings of the 2014 IEEE World Congress on Computational Intelligence (WCCI 2014) - International Conference on Fuzzy Systems (FUZZ-IEEE 2014), Beijing, China, July 6-11, 2014.
  4. “Patterned Visual Stimuli for Enhancement of SSVEP-based BCI Performance,” in the Proceedings of the 5th IEEE EMBS International Conference on Neural Engineering (NER 2013), pp. 1405-1408, San Diego, CA, November 6-8, 2013.
  5. “Dynamic VEP Evaluation as a Prediction of Vision Fatigue Using Visual Stimulated Brain-Computer Interface,” in the Proceedings of the 4th International Conference on Cognitive Neurodynamics (ICCN 2013), Sigtuna, Sweden, June 23 - 27, 2013.
  6. “Canonical Correlation Analysis Neural Network for Steady-State Visual Evoked Potentials Based Brain-Computer Interfaces,” in the Proceedings of the 10th International Symposium on Neural Networks (ISNN 2013), Dalian, China, July 4-6, 2013. Also in C. Guo, Z.-G. Hou, and Z. Zeng (Eds.): Advances in Neural NetworksISNN 2013. Lecture Notes in Computer Science, vol. 7952, Part II, pp. 276–283, Springer-Verlag, Berlin/Heidelberg, 2013.
  7. “An SSVEP-based BCI with Adaptive Time-Window Length,” in the Proceedings of the 10th International Symposium on Neural Networks (ISNN 2013), Dalian, China, July 4-6, 2013. Also in C. Guo, Z.-G. Hou, and Z. Zeng (Eds.): Advances in Neural NetworksISNN 2013. Lecture Notes in Computer Science, vol. 7952, Part II, pp. 305-314, Springer-Verlag, Berlin/Heidelberg, 2013.
  8. “Objective Indication of Fatigue in SSVEP-based BCI through EEG Spectral Analysis,” in the Proceedings of the 5th International Brain-Computer Interface (BCI) Meeting, June 3-7, 2013, CA, USA.
  9. “Phase Information Enhanced SSVEP-BCI Using a Canonical Correlation Analysis Neural Network,” in the Proceedings of the 5th International Brain-Computer Interface (BCI) Meeting, June 3-7, 2013, CA, USA.
  10. “Object Recognition Test in Peripheral Vision: A Study on the Influence of Object Color, Pattern and Shape,” in the Proceedings of the International Conference on Brain Informatics (BI 2012) - World Intelligence Congress 2012 (WIC 2012), Macau, Dec. 4-7, 2012. Also in F. Zanzotto, S. Tsumoto, N. Taatgen (Eds.): Brain Informatics: Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence (Book 7670), pp. 18-26, Springer-Verlag, Berlin/Heidelberg, 2012.
  11. “Flashing Color on the Performance of SSVEP Based Brain-Computer Interfaces,” in the Proceedings of the 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'12), pp. 1819-1822, San Diego, CA, USA, Aug. 30-Sept. 2, 2012.
  12. “Applying Ensemble Learning Techniques to ANFIS for Air Pollution Index Prediction in Macau,” in the Proceedings of the Ninth International Symposium on Neural Networks (ISNN 2012), Shenyang, July 11-14, 2012. Also in Advances in Neural Networks – ISNN 2012, edited by J. Wang, G.G. Yen and M.M. Polycarpou, Lecture Notes in Computer Science, vol. 7367, Part I, pp. 509–516, Berlin/Heidelberg: Springer-Verlag, 2012.
  13. “Neurofeedback for the Treatment of Schizophrenia: Case Study,” in the Proceedings of the 2012 IEEE International Conference on Virtual Environments, Human-Computer Interfaces and Measurement Systems (VECIMS 2012), pp. 78-81, Tianjin, July 2-4, 2012.
  14. “Implementation of SSVEP Based BCI with Emotiv EPOC,” in the Proceedings of the 2012 IEEE International Conference on Virtual Environments, Human-Computer Interfaces and Measurement Systems (VECIMS 2012), pp. 34-37, Tianjin, July 2-4, 2012.
  15. “Portable Heart Rate Detector Based on Photoplethysmography with Android Programmable Devices,” in the Proceedings of the 35th International Conference on Telecommunications and Signal Processing (TSP 2012), pp. 605-609, 2012.
  16. “A Further Study on Short Term Memory improvement by Neurofeedback,” in the Proceedings of the IEEE International Conference on Biomedical Engineering and Biotechnology (iCBEB 2012), pp. 959-961, Macau, May 28-30, 2012.
  17. “A Wearable Wireless General Purpose Bio-signal Acquisition Prototype System for Home Healthcare,” in the Proceedings of the IEEE International Conference on Biomedical Engineering and Biotechnology (iCBEB 2012), pp. 1176-1179, Macau, May 28-30, 2012.
  18. “A Real-Time Heart Beat Detector and Quantitative Investigation Based on FPGA,” in the Proceedings of the 2011 Asia Pacific Conference on Postgraduate Research in Microelectronics and Electronics (PrimeAsia 2011), pp. 65-69, Macau, Oct. 6-8, 2011.
  19. “A Snoring Classifier Based on Heart Rate Variability Analysis,” in the Proceedings of the 2011 Computing in Cardiology Conference, pp. 345-348, Hangzhou, China, Sept. 18-21, 2011.
  20. “An Ultra-Low-Power Filtering Technique for Biomedical Applications”, in the Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2011), pp. 1859-1862, Boston, MA, USA, Aug. 30-Sept. 3, 2011.
  21. “Entropy Penalized Approach for Mixture Models,” in the Proceedings of the 2011 International Joint Conference on Neural Networks (IJCNN 2011), pp. 2067-2073, San Jose, CA, USA, July 31-Aug. 5, 2011.
  22. “A Solution to Harmonic Frequency Problem: Frequency and Phase Coding-Based Brain-Computer Interface,” in the Proceedings of the 2011 International Joint Conference on Neural Networks (IJCNN 2011), pp. 2119-2126, San Jose, CA, USA, July 31-Aug. 5, 2011.
  23. “Generation of Takagi-Sugeno Fuzzy Systems with Minimum Rules in Modeling and Identification”, in the Proceedings of the 2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011), pp. 1910-1917, Taipei, Taiwan, June 28-30, 2011.
  24. “An Online SSVEP-based Chatting System,” in the Proceedings of the International Conference of System Science and Engineering (ICSSE 2011), Macau, pp. 536-539, June 8-10, 2011.
  25. “Robust Learning of Mixture Models and Its Application on Trial Pruning for EEG Signal Analysis,” in the Proceedings of the 15th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Workshop on Data Mining for Healthcare Management (DMHM 2011), Shenzhen, China, May 24-27, 2011. Also in New Frontiers in Applied Data Mining, edited by J. Bailey, Y.S. Koh and J. Luo, Lecture Notes in Computer Science, vol. 7104, pp. 408-419, Berlin/Heidelberg: Springer-Verlag, 2012.
  26. “Outlier Detection for Single-Trial for EEG Signal Analysis,” in the Proceedings of the 5th International IEEE EMBS Conference on Neural Engineering, pp. 478-481, Cancun, Mexico, April 27-May 1, 2011.
  27. “A High Rate Online SSVEP Based Brain-Computer Interface Speller,” in the Proceedings of the 5th International IEEE EMBS Conference on Neural Engineering, pp. 465-468, Cancun, Mexico, April 27-May 1, 2011.
  28. “A Comparison of Minimum Energy Combination and Canonical Correlation Analysis for Steady-State Visual Evoked Potentials Detection,” in the Proceedings of the 5th International IEEE EMBS Conference on Neural Engineering, pp. 469-472, Cancun, Mexico, April 27-May 1, 2011.
  29. “Gaussian Mixture Model Based on Genetic Algorithm for Brain-Computer Interfaces,” in the Proceedings of the 3rd International Congress on Image and Signal Processing (CISP 2010), pp. 4079-4083, Yantai, China, Oct. 16-18, 2010.
  30. “An Improved Phase-Tagged Stimuli Generation Method in Steady-State Visual Evoked Potential Based Brain-Computer Interface,” in the Proceedings of the 3rd International Conference on BioMedical Engineering and Informatics (BMEI 2010), pp. 745-749, Yantai, China, Oct. 16-18, 2010.
  31. “Trial Pruning for Classification of Single-Trial EEG Data during Motor Imagery,” in the Proceedings of the 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2010), pp. 4666-4669, Buenos Aires, Argentina, Sept. 1-4, 2010.
  32. “A Study of Nonlinear Control Schemes for A Boiler-Turbine Unit,” in the Proceedings of the 8th IFAC Symposium on Nonlinear Control Systems (NOLCOS’2010), Bologna, Italy, Sept. 1-3, 2010
  33. “Pre-Processing for Missing Data: A Hybrid Approach to Air Pollution Prediction in Macau,” in the Proceedings of the IEEE International Conference on Automation and Logistics (ICAL 2010), pp. 418-422, Hong Kong & Macau, Aug. 16-20, 2010.
  34. “A Novel Response-Translating Lowpass Filter Achieving 1.4-to-15-Hz Tunable Cutoff for Biopotential Acquisition Systems,” in the Proceedings of the 2010 Asia Pacific Conference on Postgraduate Research in Microelectronics and Electronics (PrimeAsia 2010), pp. 404-407. 2010.
  35. “A 28-μW EEG Readout Front-End Utilizing a Current-Mode Instrumentation Amplifier and a Source-Follower-Based LPF,” in the Proceedings of the 2010 Asia Pacific Conference on Postgraduate Research in Microelectronics and Electronics (PrimeAsia 2010), pp. 65-69, 2010.
  36. “A Fuzzy Approach to Stock Market Timing,” in the Proceedings of the 7th International Conference on Information, Communications and Signal Processing (ICICS 2009), Macau, Dec. 8-10, 2009.
  37. “EEG Signals Classification for Brain Computer Interfaces Based on Gaussian Process Classifier,” in the Proceedings of the 7th International Conference on Information, Communications and Signal Processing (ICICS 2009), Macau, Dec. 8-10, 2009.
  38. “Design of Current Mode Instrumentation Amplifier for Portable Biosignal Acquisition System,” in the Proceedings of the IEEE Biomedical Circuits and Systems Conference (BioCAS 2009), pp. 9-12, Nov. 26-28, 2009.
  39. “CMRR in Instrumentation Amplifier for BME Signal Using Op Amp Power Supply Current Sensing Technique”, in the Proceedings of the Chinese Biomedical Engineering Joint Annual Conference 2009, Chongqing, China, pp. 741-743, Oct. 22-24, 2009.
  40. “A Simple Fuzzy Controller for the Magnetic Suspension System: A Paper for 2009 FUZZ-IEEE Conference Competition,” in the Proceedings of the IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2009), pp. 682–687, Aug. 20-24, 2009.
  41. “Input Selection in Learning Systems: A Brief Review of Some Important Issues and Recent Developments,” in the Proceedings of the IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2009), pp. 530-535, Aug. 20-24, 2009.
  42. “Comparison of Different Classification Methods for EEG-based Brain Computer Interfaces: A Case Study,” in the Proceedings of the International Conference on Information and Automation (ICIA 2009), pp. 1416-1421, June 22-24, 2009.
  43. “Parameter Identification of a Model with Coulomb Friction for a Real Inverted Pendulum System,” in the Proceedings of Chinese Control and Decision Conference (CCDC 2009), pp. 2869-2874, June 17-19, 2009.
  44. “A 90nm CMOS Bio-potential Signal Readout Front-end with Improved Powerline Interference Rejection,” in the Proceedings of the IEEE International Symposium on Circuits and Systems (ISCAS 2009), pp. 665-668, May 24-27, 2009.
  45. “Classification of Single-Trial EEG Based on Support Vector Clustering During Finger Movement,” in the Proceedings of the 6th International Symposium on Neural Networks (ISNN 2009), Wuhan, China, May 2009. Also in Advances in Neural Networks – ISNN 2009, edited by W. Yu, H. He and N. Zhang, Lecture Notes in Computer Science, vol. 5552, Part II, pp. 354-363, Berlin/Heidelberg: Springer-Verlag, 2009.
  46. “Regression Decision Tree for Imagery Movement Classification in Brain-Computer Interfaces,” in the Proceedings of the 6th International Symposium on Neural Networks (ISNN 2009), Wuhan, China, May 2009. Also in Advances in Intelligent and Soft Computing, edited by H. Wang, Y. Shen, T. Huang and Z. Zeng, vol. 56, pp. 461-468, Berlin/Heidelberg: Springer-Verlag, 2009.
  47. “A 2.4 Hz-to-10 kHz-tunable Biopotential Filter Using a Novel Capacitor Multiplier,” in the Proceedings of the Asia Pacific Conference on Postgraduate Research in Microelectronics & Electronics (PrimeAsia 2009), pp. 372-375, Jan. 19-21, 2009.
  48. “Observer Design for Discrete-time Nonlinear Systems,” in the Proceedings of the 47th IEEE Conference on Decision and Control (CDC 2008), pp. 5402-5407, Cancun, Mexico, Dec. 9-11, 2008.
  49. “A Modified Counter-Propagation Network for Identification Process Mean Shift,” in the Proceedings of the IEEE International Conference on Systems, Man and Cybernetics (SMC 2008), pp. 3618-3623, Singapore, Oct. 12-15, 2008.

Professional Affiliations
Contact Details

Faculty of Science and Technology
University of Macau, E11
Avenida da Universidade, Taipa,
Macau, China

Room: E11-3055
Telephone: (853) 8822-4473
Fax: (853) 8822-2426
Email: fwan