林進燈
Chin-Teng Lin


Ph.D., Purdue University, West Lafayette, IN., U.S.A. (1992)

Phone: +886-3-571-2121 ext.54386
Fax: +886-3-573-9497

email: ctlin@mail.nctu.edu.tw



Research and Professional Positions

Chair Professor, Department of Electrical and Control Engineering, National Chiao Tung University

 

Fields of specialty

Biological-inspired intelligent system, physiological-signal processing, biomedical image processing, brain-machine interface, brain-like circuit/system, neural networks, fuzzy systems, cellular neural networks (CNN), fuzzy neural networks (FNN), VLSI design for pattern recognition, intelligent control, multimedia (including image/video and speech/audio), and signal processing.

 

Major Awards and Honors

IEEE Fellow

1997- Present The Outstanding Research Award granted by National Science Council (NSC), Taiwan, since 1997 to present
1997 The Outstanding Electrical Engineering Professor Award granted by the Chinese Institute of Electrical Engineering (CIEE) in 1997
2000 The Outstanding Engineering Professor Award granted by the Chinese Institute of Engineering (CIE) in 2000
2000 The Outstanding Academy-Industry Cooperation Achievement Award, Taiwan in 2000
2000 Excellence Award of Silicon Intellectual Property Design Competition, 2000
2002 The 2002 Taiwan Outstanding Information-Technology Expert Award
2000 Elected to be one of the 38th Ten Outstanding Rising Stars in Taiwan, R.O.C., (2000)
2003 - 2005 Distinguished Lecturer of the IEEE Circuits and Systems Society (CASS), 2003 to 2005


A BoG (Board of Governors) member of IEEE SMC and CAS Societies.

Program Co-Chair of 2006 IEEE SMC 2006, and the Program Co-Chair of 2009 ISCAS

Member of Board of Government (BoG) of Asia Pacific Neural Network

Assembly (APNNA) since 2000, where his is currently the assembly President

Associate editors of IEEE Trans. on Circuits and Systems, I & II, IEEE Trans. on Systems, Man, Cybernetics (Part B), IEEE Trans. on Fuzzy Systems, and the Journal of Automatica

Member of Tau Beta Pi, Eta Kappa Nu, and Phi Kappa Phi honorary societies

 

Grants

Physiological Signal-Based Human-Machine Interface (NSC93-2218-E-009-022)

Human Technology (HT) --- Intelligent Transportation System (ITS) (Department of Higher Education Council of Academic Reviewal and Evaluation)

Multifunctional Dynamic VR-based Exercise and Rehabilitation Training System (I)(II)(III) (NSC90(91)(92)- 2213-E-009-103)

Cognitive IT: Real-time Assessment, Analysis and Improvement Technologies of Human Neurocognitive Performance (Ministry of Education)

Physiological-Signal-Based Cognitive State Analysis (Ministry of Education)

Hearing and Human-machine Communication System of a Guidance Robot for Blind Pedestrians (NSC88-2213-E-009-107)

 

Publications

Significant project-related publications in the past five years, including technical reports, patents, periodical articles, or books related to the project.
(60 IEEE Trans. papers, 2 books, 11 book chapters, 5 patents, & 25 other journal papers)

Journal Papers

(International)

C. T. Lin and C. S. G. Lee, ``Fault-Tolerant Reconfigurable Architecture for Robot Kinematics and Dynamics Computations,'' IEEE Transactions on Systems, Man, and Cybernetics, Vol. SMC-21, No. 5, pp. 983-999, September/October 1991.

C. T. Lin and C. S. G. Lee, ``Neural-Network-Based Fuzzy Logic Control and Decision System,'' IEEE Transactions on Computers, Vol. C-40, No. 12, pp. 1320-1336, December 1991.

C. T. Lin and C. S. G. Lee, ``Reinforcement Structure/Parameter Learning for an Integrated Fuzzy Neural Network,'' IEEE Transactions on Fuzzy Systems, Vol. 2, No. 1, pp. 46-63, February 1994.

C. H. Hsiao, C. T. Lin, and M. Cassidy, ``Application of Fuzzy Logic and Neural Networks to Automatically Detect Freeway Traffic Incidents,'' Journal of Transportation Engineering, American Society of Civil Engineers (ASCE), Vol. 120, No. 5, pp. 753-772, September/October 1994.

C. T. Lin, ``A Neural Fuzzy Control System with Structure and Parameter Learning,'' Fuzzy Sets and Systems, Vol. 70, pp. 183-212, 1995.

C. T. Lin, C. J. Lin, and C. S. G. Lee, ``Fuzzy Adaptive Learning Control Network with On-line Neural Learning,'' Fuzzy Sets and Systems, Vol. 71, pp. 25-45, 1995.

C. T. Lin and C. S. G. Lee, ``A Multi-Valued Boltzmann Machine,'' IEEE Transactions on Systems, Man, and Cybernetics, Vol. SMC-25, No. 4, pp. 660-669, April 1995.

C. T. Lin and Y. C. Lu, ``A Neural Fuzzy System with Linguistic Teaching Signals,'' IEEE Transactions on Fuzzy Systems, Vol. 3, No. 2, pp. 169-189, May 1995.

C. J. Lin and C. T. Lin, ``Adaptive Fuzzy Control of Unstable Nonlinear Systems,'' International Journal of Neural Systems, Vol. 6, No. 3, pp. 283-298, 1995.

C. J. Lin and C. T. Lin, ``Reinforcement Learning for an ART-Based Fuzzy Adaptive Learning Control Network,'' IEEE Transactions on Neural Networks, Vol. 7, No. 3, pp. 709-731, May 1996.

C. T. Lin and Y. C. Lu, ``A Neural Fuzzy System with Fuzzy Supervised Learning,'' IEEE Transactions on Systems, Man, and Cybernetics --- Part B: Cybernetics, Vol. 26, No. 5, pp. 744-763, October 1996.

C. T. Lin, ``Adaptive Subsethood for Neural Fuzzy Control,'' International Journal of Systems Science, Vol. 27, No. 10, pp. 937-955, 1996.

C. T. Lin, M. C. Kan, and I F. Chung, ``A Neural Network that Learns from Fuzzy Data or Language Acquisition, ''International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems. Vol. 4, No. 6, pp. 581-603, 1996.

C. T. Lin and C. F. Juang, ``An Adaptive Neural Fuzzy Filter and Its Applications,'' IEEE Transactions on Systems, Man, and Cybernetics, Vol. 27, No. 4, pp. 635-656, 1997.

C. J. Lin and C. T. Lin, ``An ART-Based Fuzzy Adaptive Learning Control Network,'' IEEE Transactions on Fuzzy Systems, Vol. 5, No. 4, pp. 477-496, 1997.

P. H. Chen, J. H. Lai, and C. T. Lin, ``Application of Fuzzy Control to a Road Tunnel Ventilation System,'' Fuzzy Sets and Systems, Vol. 100, pp. 9-28, 1998.

C. F. Juang and C. T. Lin, ``An On-Line Self-Constructing Neural Fuzzy Inference Network and Its Applications,'' IEEE Transactions on Fuzzy Systems, Vol. 6, No. 1, pp. 12-32, 1998.

C. T. Lin and M. C. Kan, ``Adaptive Fuzzy Command Acquisition with Reinforcement Learning,'' IEEE Transactions on Fuzzy Systems, Vol. 6, No. 1, pp. 102-121, 1998.

C. T. Lin, C. P. Jou, and C. J. Lin, ``GA-Based Reinforcement Learning for Neural Networks,'' International Journal of Systems Science, Vol. 29, No. 3, pp. 233-247, 1998.

Y. J. Wang and C. T. Lin, ``Runge Kutta Neural Network for Identification of Dynamical Systems in High Accuracy,'' IEEE Transactions on Neural Networks, Vol. 9, No. 2, pp. 294-307, March 1998.

Y. J. Wang and C. T. Lin, ``A Second-Order Learning Algorithm for Multilayer Networks Based on Block Hessian Matrix,'' Neural Networks, Vol. 11, pp. 1607-1622, 1998.

C. F. Juang, C. T. Lin, and J. C. Huang, ``Temperature Control of Rapid Thermal Process Using Neural Fuzzy Network,'' Fuzzy Sets and Systems, Vol. 103, pp. 49-65, 1999.

I. F. Chung and C. T. Lin, ``A Reinforcement Neuro-Fuzzy Combiner for Multiobjective Control,'' IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, Vol. 29, No. 6, pp. 726-744, 1999.

C. T. Lin, S. C. Hsiao, and G. D. Wu, ``New Techniques on Deformed Image Motion Estimation and Compensation,'' IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, Vol. 29, No. 6, pp. 846-859, 1999.

J. H. Lai and C. T. Lin, ``Application of Neural Fuzzy Network to Pyrometer Correction and Temperature Control in Rapid Thermal Processing,'' IEEE Transactions on Fuzzy Systems, Vol. 7, No. 2, pp. 160-175, April 1999.

C. T. Lin, C. F. Juang, and C. P. Li, ``Temperature Control with a Neural Fuzzy Inference Network,'' IEEE Transactions on Systems, Man, and Cybernetics, Part C, Vol. 29, No. 3, pp. 440-451, August 1999.

C. T. Lin and C. P. Jou, ``Controlling Chaos by GA-based Reinforcement Learning Neural Network,'' IEEE Transactions on Neural Networks, Vol. 10, No. 4, pp. 846-859, July 1999.

C. F. Juang and C. T. Lin, ``A Recurrent Self-Organizing Neural Fuzzy Inference Network,'' IEEE Transactions on Neural Networks, Vol. 10, No. 4, pp. 828-845, July 1999.

C. T. Lin, H. W. Nein, and W. F. Lin, ``Speaker Adaptation of Fuzzy-Perceptron-Based Speech Recognition,'' International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, Vol. 7, No. 1, pp. 1-3, 1999.

C. T. Lin, H. W. Nein, and W. C. Lin, ``A Space-Time Delay Neural Network for Motion Recognition and Its Application to Lipreading,'' International Journal of Neural Systems, Vol. 9, No. 4, pp. 311-334, August 1999.

S. F. Liang, W. Y. Su, and C. T. Lin, ``Model-Based Synthesis of Plucked String Instruments by Using a Class of Scattering Recurrent Networks,'' IEEE Transactions on Neural Networks, Vol. 11, No. 1, pp. 171-185, January 2000.

M. S. Bai, I L. Hsiao, H. M. Tsai, and C. T. Lin, ``Development of an On-line diagnosis System for Rotor Vibration via Model-based Intelligent Inference,'' Journal of Acoustical Society of America, Vol. 107, No. 1, pp. 315-323, January 2000.

C. T. Lin, Y. C. Lee, and H. C. Pu, ``Satellite Sensor Image Classification Using Cascaded Architecture of Neural Fuzzy Network,'' IEEE Transactions on Geoscience and Remote Sensing, Vol. 38, No. 2, pp. 1033-1043, March 2000.

C. T. Lin and C. P. Jou, ``GA-Based Fuzzy Reinforcement Learning for Control of a Magnetic Bearing System,'' IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, Vol. 30, No. 2, pp. 276-289, April 2000.

S. J. Wu and C. T. Lin, ``Optimal Fuzzy Controller Design: local concept approach,'' IEEE Transactions on Fuzzy Systems, Vol. 8, No. 2, pp. 171-185, April 2000.

C. F. Juang, J. Y. Lin, and C. T. Lin, ``Genetic Reinforcement Learning Through Symbiotic Evolution for Fuzzy Controller Design,'' IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, Vol. 30, No. 2, pp. 290-302, April 2000.

C. T. Lin, I. F. Chung, and L. K. Sheu, ``A Neural Fuzzy System for Image Motion Estimation,'' Fuzzy Sets and Systems, Vol. 114, No. 2, pp. 281-304, September 2000.

C. T. Lin, C. F. Juang, and C. P. Li, ``Water Bath Temperature Control with a Neural Fuzzy Inference Network,'' Fuzzy Sets and Systems, Vol. 111, No. 2, pp. 285-306, April 2000.

I. F. Chung, C. J. Lin, and C. T. Lin, ``A GA-Based Fuzzy Adaptive Learning Control Network,'' Fuzzy Sets and Systems, Vol. 112, No. 1, pp. 65-84, May 2000.

G. D. Wu and C. T. Lin, ``Word Boundary Detection with Mel-Scale Frequency Bank in Noisy Environment,'' IEEE Transactions on Speech and Audio Processing, Vol. 8, No. 5, pp. 541-554, September 2000.

Y. J. Wang and C. T. Lin, ``Recurrent Learning Algorithms for Designing Optimal Controllers of Continuous Systems,'' IEEE Transactions on Systems, Man, and Cybernetics, Part A, Vol. 30, No. 5, pp. 580-588, September 2000.

C. S. Shieh and C. T. Lin, ``Direction of Arrival Estimation Based on Phase Difference Using Neural Fuzzy Network,'' IEEE Transactions on Antennas and Propagation, Vol. 48, No. 7, pp. 1115-1124, July 2000.

C. T. Lin, H. W. Nein, and J. Y. Hwu, ``GA-Based Noisy Speech Recognition using Two-Dimensional Spectrum,'' IEEE Transactions on Speech and Audio Processing, Vol. 8, No. 6, pp. 664-675, November 2000.

S. J. Wu and C. T. Lin, ``Optimal Fuzzy Controller Design in Continuous Fuzzy System: Global Concept Approach," IEEE Transactions on Fuzzy Systems, Vol. 8, No. 6, pp. 713-729, December 2000.

C. F. Juang and C. T. Lin, ``Noisy Speech Processing by Recurrently Adaptive Fuzzy Filters," IEEE Transactions on Fuzzy Systems, Vol. 9, No. 1, pp. 139-152, February 2001.

H. W. Nein and C. T. Lin, ``Incorporating Error Shaping Techniques into LSF Vector Quantization," IEEE Transactions on Speech and Audio Processing, Vol. 9, No. 2, pp. 73-86, February 2001.

G. D. Wu and C. T. Lin, ``A Recurrent Neural Fuzzy Network for Word Boundary Detection in Variable Noise-Level Environments," IEEE Transactions on Systems, Man, and Cybernetics Part B: Cybernetics, Vol. 31, No. 1, pp. 84-97, February 2001.

C. H. Wang, H. L. Liu, and C. T. Lin, ``Dynamic Optimal Learning Rates of a Certain Class of Fuzzy Neural Networks and its Applications with Genetic Algorithm," IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, Vol. 31, No. 3, pp. 467-475, June 2001.

S. J. Wu and C. T. Lin, ``Optimal Fuzzy Tracking Controller Design for Discrete-time Fuzzy Systems," Journal of ACTA Automatic Sinica, Vol. 27, No. 4, pp. 477-494, July 2001.

C. T. Lin, I F. Chung, and S. Y. Huang, ``Improvement of Machining Accuracy at Corner Parts for Wire-EDM," Fuzzy Sets and Systems, Vol. 122, No. 3, pp. 499-511, September, 2001.

D. J. Liu and C. T. Lin, ``Fundamental Frequency Estimation Based on the Joint Time-Frequency Analysis of Harmonic Spectral Structure," IEEE Transactions on Speech and Audio Processing, Vol. 9, No. 6, pp. 609-621, September 2001.

S. H. Liu and C. T. Lin, ``A Model-based Fuzzy Logic Controller with Kalman Filtering for Tracking Mean Arterial Pressure," IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans, Vol. 31, No. 6, pp. 676-686, November 2001.

S. J. Wu and C. T. Lin, ``Discrete-time Optimal Fuzzy Controller Design: Global Concept Approach," IEEE Transactions on Fuzzy Systems, Vol. 10, No. 1, pp. 21 -38, February 2002.

C. S. Shieh and C. T. Lin, ``A Vector Neural Network for Emitter Identification," IEEE Transactions on Antennas and Propagation, Vol. 50, No. 8, pp. 1120-1127, August 2002.

J. J. Wang, C. T. Lin, S. H. Liu, and Z. C. Wen, ``Model-Based Synthetic Fuzzy Logic Controller for Indirect Blood Pressure Measurement," IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, Vol. 32, No. 3, pp. 306-315, June 2002.

C. T. Lin, J. Y. Lin, and G. D. Wu, ``A Robust Word Boundary Detection Algorithm for Variable Noise-Level Environment in Cars," IEEE Transactions on Intelligent Transportation Systems, Vol. 3, No. 1, pp. 89-101, March 2002.

C. T. Lin, R. C. Wu, and G. D. Wu, ``Noisy Speech Segmentation and Enhancement with Multiband Analysis and Neural Fuzzy Networks," International Journal of Pattern Recognition And Artificial Intelligence (IJPRAI), pp. 927-955, Vol. 16, No. 7, 2002.

H. C. Pu and C. T. Lin, ``A Neural-Network-based Image Resolution Enhancement Scheme for Image Resizing," International Journal of Image and Graphics, pp. 503-517, Vol. 2, No. 4, 2002.

C. T. Lin, S. H. Liu, J. J. Wang, and Z. C. Wen, ``Reduction of Interference in Oscillometric Arterial Blood Pressure Measurement Using Fuzzy Logic,’’ IEEE. Transaction on Biomedical Engineering, Vol. 50, No. 3, pp. 432-441, 2002.

C. T. Lin, I. F. Chung, H. C. Pu, T. H. Lee, and J. Y. Chang, ``Genetic Algorithm -based Neural Fuzzy Decision Tree for Mixed Scheduling in ATM Networks," IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, pp. 832-845, Vol. 32, No. 6, Dec, 2002.

G. D. Wu and C. T. Lin, ``Single-Channel Speech Enhancement in Variable Noise-Level Environment," IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, pp. 137-143, Vol. 33, No.1, Jan., 2003.

B. C. P. Hu, Y. C. Shih, Y. S. Yang, C. Y. Wu, C. J. Yuan, M. D. Ker, T. K. Wu, Y. K. Li, Y. Z. Hsieh, Wensyang Hsu, and C. T. Lin, ``CMOS Chip As Luminescent Sensor For Biochemical Reactions," IEEE Sensors Journal, pp. 310-316, Vol. 3, 2003.

C. D. Huang, C. T. Lin, and N. R. Pal, “Hierarchical Learning Architecture with Automatic Feature Selection for Multi-Class Protein Fold Classification,” IEEE Transactions on Nano Bioscience, Vol. 2, No. 4, Dec., 2003.

C. T. Lin, J. Y. Lin, and C. D. Huang, ``N–order Feedforward Compensation Controller and Its Application to the Stewart Platform," International Mathematical Journal, pp. 201-241, Vol. 3, No. 2, 2003.

C. T. Lin and C. S. Lee, ``Characterization of Robotics Parallel Algorithms and Mapping onto a Reconfigurable SIMD Machine,'' accepted for publication to IEEE Transactions on Systems, Man, and Cybernetics, 2004.

F. B. Duh and C. T. Lin, ``Tracking a Maneuvering Target Using Neural Fuzzy Network," IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, pp. 16-33, Vol. 34, No. 1, Feb. 2004.

C. T. Lin, F. B. Duh, and C. F. Juang, “A Neural Fuzzy Network Approach to Radar Pulse Compression,” IEEE Transactions on Geoscience and Remote Sensing, pp. 15-20, Vol. 1, No. 1, Jan. 2004.

C. T. Lin, R. C. Wu, J. Y. Chang, and S. F. Liang, ``A Novel Prosodic- information Synthesizer Based on Recurrent Fuzzy Neural Network for the Chinese TTS System," IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, pp. 309-324, Vol. 34, Feb. 2004.

C. T. Lin, C. L. Chang, and W. C. Cheng, “A Recurrent Fuzzy Cellular Neural Network System with Automatic Structure and Template Learning,” accepted for publication to IEEE Transactions on Circuits and Systems, Part I, 2003.

C. T. Lin and Y. W. Shou, “Image Descreening by GA-CNN-based Texture Classification,” accepted for publication to IEEE Transactions on Circuits and Systems, Part I, 2003.

C. T. Lin, W. C. Cheng, and S. F. Liang, “An On-line ICA-Mixture-Model-Based Self-Constructing Fuzzy Neural Network,” accepted for publication to IEEE Transactions on Circuits and Systems, Part I, 2003.

C. F. Hsu, C. T. Lin, T. Y. Huang, and K. Y. Young ``Development of Multipurpose Virtual-Reality Dynamic Simulator with Force-Reflection Joystick," accepted for publication to Journal of Systems and Control Engineering, 2004.

Mike Sain, C. Y. Peter Wu, and C. T. Lin, “ISCAS 2003 in Bangkok – An Unforgettable Forum,” submitted for publication to IEEE Circuits and Systems Magazine.

C. T. Lin, H. C. Pu, and S. F. Liang, “A HVS-Directed Neural-Network-Based Image Resolution Enhancement Scheme for Image Resizing,” submitted for publication to IEEE Transactions on Circuits and Systems for Video Technology, 2003.

C. T. Lin and W. C. Cheng, “A Novel 3D Surface Reconstruction Approach to Face Recognition Based on Unsupervised Nonlinear ICA Model,” submitted for publication to IEEE Transactions on Circuits and Systems for Video Technology, 2003.

C. T. Lin and C. H. Huang, “CNN-based Retinex Technology,” submitted for publication to IEEE Transactions on Circuits and Systems, Part I, 2003.

C. T. Lin and W. C. Cheng, “An Illumination Estimation Scheme for Color Constancy Based on Chromaticity Histogram and Neural Network,” submitted for publication to IEEE Transactions on Circuits and Systems for Video Technology, 2003.

J. F. Chung, C. T. Lin, and B. K. Fang, “Von Mises Basis Function Neural Network for Head-Related Impulse-Response Modeling,’’ prepared for submitting to IEEE Transactions on Circuits and Systems, Part I, December 2003.

C. T. Lin, J. F. Chung, and D. J. Liu, “Efficient Algorithm for 3D Sound Synthesis and Its ASIC Design,’’ prepared for submitting to IEEE Transactions on Circuits and Systems, Part I, January 2004.

C. T. Lin and C. L. Chang, “New Horizon for Cellular Neural Networks: with Fuzzy Paradigms for Multimedia," prepared for submitting to IEEE Circuits and Systems Magazine, January 2004.

C. M. Yeh, C. T. Lin, and C. F. Hsu, "Fuzzy Neural Network Classification Design Using Support Vector Machine," prepared for submitting to IEEE Transactions on Circuits and Systems, Part I, January 2004.

C. T. Lin and C. L. Chang, “A Double Recurrent Fuzzy Cellular Neural Network,” prepared for submitting to IEEE Transactions on Circuits and Systems, Part II, February 2003.

C. T. Lin, S. M. Liu, and S. F. Liang, “A HVS-Directed Neural-Network-Based Approach for Impulse-Noise Removal from Highly Corrupted Images," submitted for publication to IEEE Transactions on Circuits and Systems, Part I, February 2004.

C. T. Lin and J. F. Chung, "Implementation of CNN-Based Retinex Technology for Gray-Level Image Processing," prepared for submitting to IEEE Transactions on Circuits and Systems, Part II, March 2004.

C. T. Lin and C. H. Huang, “CNN-based Second-Order Texture Segregation and Recognition,” prepared for submitting to IEEE Transactions on Circuits and Systems, Part I, March 2004.

C. T. Lin, W. C. Cheng, and S. F. Liang, “An On-line ICA-Mixture-Model-based Self-Constructing Fuzzy Neural Network,” IEEE Transactions on Circuits and Systems I, vol. 52, no. 1, pp. 207-221, 2005.

C. T. Lin, W. C. Cheng, and S. F. Liang, ”A 3D Surface Reconstruction Approach Based on Post-Nonlinear ICA Model,“ accepted for publication to IEEE Transactions on Neural Networks, 2005.

C. T. Lin, R. C. Wu, T. P. Jung, S. F. Liang, and T. Y. Huang, “Estimating Driving Performance Based on EEG Spectrum Analysis,” accepted for publication to EURASIP Journal on Applied Signal Processing, 2005.

S. M. Lu, S. F. Liang, and C. T. Lin, “A HVS-Directed Neural-Network-Based Approach for Salt-Pepper Impulse Noise Removal,” accepted for publication to Journal of Information Science and Engineering, 2005.

C. L. Chin and C. T. Lin, “Detection and Compensation Algorithm for
Backlight Images with Fuzzy Logic and Adaptive Compensation Curve,” accepted for publication to International Journal of Pattern Recognition and Artificial Intelligence, March, 2005.

K. L. Lin and C. T. Lin, “Protein Metal Binding Residue Prediction Based On Neural Networks,” accepted for publication to International Journal of Neural Systems, Vol. 15, Nos. 1&2, pp. 71-84, 2005.

C. T. Lin, R. C. Wu, S. F. Liang, T. P. Jung, and T.Y. Huang, “Estimating Driving Performance Based on EEG Spectrum Analysis,” accepted by Journal of EURASIP, 2005.

C. T. Lin, W. C. Cheng, and S. F. Liang, “A Neural-Network-Based Adaptive Hybrid-Reflectance Model for 3-D Surface Reconstruction,” accepted by IEEE Trans. on Neural Networks, 2005.

C. T. Lin, C. M. Yeh, and S. F. Liang, “Support-Vector-Based Fuzzy Neural Network for Pattern Classification,” accepted by IEEE Trans. on Fuzzy Systems, 2005.


(Taiwan)

C. J. Lin and C. T. Lin, ``An Adaptive Fuzzy Controller with Flexible Input/Output Space Partitioning,'' Journal of Control Systems and Technology, Vol. 2, No. 4, pp. 255-264, 1994.

C. F. Juang and C. T. Lin, ``A Self-Organizing Fuzzy Inference Network for Identification and Control,'' Journal of Control Systems and Technology, Vol. 4, No. 4, pp. 269-280, 1996.

I. L. Hsiao, C. H. Kuo, M. S. Bai, and C. T. Lin, ``On-line Fault Diagnosis of Rotor Vibration by Using Signal-Based Feature Generation and Neural Fuzzy Inference,'' Journal of the Chinese Society of Mechanical Engineers, Vol. 20, No. 4, pp. 345-352, 1999.

S. J. Wu and C. T. Lin, ``Global Stability Analysis of Discrete Time-invariant Optimal Fuzzy Control Systems,'' International Journal of Fuzzy Systems, Vol. 1, No. 1, pp. 60-68, September 1999.

C. T. Lin and G. D. Wu, ``A Recurrent Neural Fuzzy Network for Word Boundary Detection in Noisy Environments,'' International Journal of Fuzzy Systems, Vol. 2, No. 1, pp. 31-38, March 2000.

I. F. Chung and C. T. Lin, ``Fuzzy Multiobjective Control,'' International Journal of Fuzzy Systems, Vol. 2, No. 2, June 2000.

S. F. Liang and C. T. Lin, ``From Tablature Input to Sound Synthesis --- The Computer-Aided Composition System for Chin," International Journal of Fuzzy Systems, Vol. 2, No. 4, pp. 278-290, December 2000.

C. D. Huang and C. T. Lin, ``The NN and SVM Hierarchical Learning Architecture for Multi-class Protein Fold Recognition," accepted for publication to International Journal of Fuzzy Systems, 2003.

C. T. Lin, R. C. Wu, etc., "Estimating Driving Performance Based on EEG Spectrum Analysis," accepted for publication to the EURASIP Journal on Applied Signal Processing, 2005.

Conference Paper

(International)

C. T. Lin and C. S. G. Lee, ``Neural-Network-Based Fuzzy Logic Control and Decision System,'' Proc. of the Int'l Joint Conf. on Neural Networks, Seattle, WA, April 8-12, 1991.

C. T. Lin and C. S. G. Lee, ``Real-Time Supervised Structure/Parameter Learning for Fuzzy Neural Network,'' Proc. of 1992 IEEE Int'l Conf. on Fuzzy Systems, San Diego, CA, pp. 1283-1290, March 8-12, 1992.

C. S. G. Lee and C. T. Lin, ``Supervised and Unsupervised Learning with Fuzzy Similarity for Neural-Network-Based Fuzzy Logic Control Systems,'' Proc. of 1992 IEEE Int'l Conf. on Systems, Man, and Cybernetics, Chicago, IL, pp. 688-693, October 19-21, 1992.

C. T. Lin, ``Supervised Structure/Parameter Learning for Fuzzy Neural Networks,'' Proc. of 1992 Int'l Conf. on Parallel and Distributed Systems, Hsinchu, Taiwan, pp. 645-650, December 16-18, 1992.

C. T. Lin and C. S. G. Lee, ``Reinforcement Structure/Parameter Learning for an Integrated Fuzzy Neural Network,'' Proc. of 1993 IEEE Int'l Conf. on Fuzzy Systems, San Francisco, CA, pp. 88-93, March 28-April 2, 1993.

C. S. G. Lee and C. T. Lin, ``Neural-Network-Based Fuzzy Logic Control Systems with Neural Learning,'' Proc. of the First Chinese World Congress on Intelligent Control, Bejing, August 26-30, 1993.

C. J. Lin and C. T. Lin, ``An ART-Based Fuzzy Adaptive Learning Control Network,'' Proc. of 1994 IEEE Int'l Conf. on Fuzzy Systems, Orlando, FL, Vol. I, pp. 1-6, June 26-29, 1994.

C. J. Lin and C. T. Lin, ``Reinforcement Learning for ART-Based Fuzzy Adaptive Learning Control Networks,'' Proc. of 1995 IEEE Int'l Conf. on Fuzzy Systems, Yokohama, Vol. III, pp. 1299-1306, March 20-24, 1995.

C. T. Lin and Y. C. Lu, ``A Neural Fuzzy System with Linguistic Teaching Signals,'' Proc. of 1995 IEEE Int'l Conf. on Neural Networks, Perth, November 27 -- December 1, 1995.

C. T. Lin and Y. C. Lu, ``A Neural Fuzzy System with Fuzzy Supervised Learning,'' Proc. of the Int'l Joint Conf. Of CFSA/IFIS/SOFT'95 on Fuzzy Theory and Applications, Taipei, Taiwan, pp. 194-199, December 7-9, 1995.

C. T. Lin and C. F. Juang, ``An Adaptive Neural Fuzzy Filter and Its Applications,'' Proc. of 1996 IEEE Int'l Conf. on Fuzzy Systems, New Orleans, Vol. I, pp. 564-569, September 8-11, 1996.

P. H. Chen and C. T. Lin, ``Application of Fuzzy Control to a Road Tunnel Ventilation System,'' Proc. of 1996 IEEE Int'l Conf. on Fuzzy Systems, New Orleans, Vol. III, pp. 1736-1742, September 8-11, 1996.

C. T. Lin, C. F. Juang, and C. P. Li, ``Temperature Control with a Neural Fuzzy Inference Network,'' Proc. of 1996 Asian Fuzzy Systems Symposium, Kenting, Taiwan, pp. 91-96, December 11-14, 1996.

C. F. Juang and C. T. Lin, ``A Recurrent Self-Organizing Neural Fuzzy Inference Network,'' Proc. of 1997 IEEE Int'l Conf. on Fuzzy Systems, Barcelona, Vol. III, pp. 1369-1374, July 1-5, 1997.

C. F. Juang and C. T. Lin, ``Genetic Reinforcement Learning Through Symbiotic Evolution for Fuzzy Controller Design,'' Proc. of 1998 IEEE Int'l Conf. on Fuzzy Systems, Anchorage, Alaska, May 4-9, 1998.

G. D. Wu and C. T. Lin, ``A Neural Fuzzy Network for Word Boundary Detection in Noisy Environment,'' Proc. of the 8th IFSA World Congress, Taipei, Taiwan, August 17-20, 1999.

C. T. Lin, I. F. Chung, and J. Y. Lin, ``Multipurpose Virtual-Reality-Based Motion Simulator," Proceeding of 2001 IEEE International Conference on Systems, Man, and Cybernetics, (SMC 2001), Tucson, AZ, October 7-10, 2001.

F. B. Duh and C. T. Lin, ``Radar Tracking for a Maneuvering Target Using Neural Fuzzy Based Kalman Filter," Proceeding of 2002 IEEE World Congress on Computational Intelligence (WCCI'02), Hawaii, U.S.A., May 12-17, 2002.

S. H. Liu and C. T. Lin, ``An Optimal Controller with Synthetic Fuzzy Logic for Tracking Mean Arterial Pressure," Proceeding of 2002 IEEE World Congress on Computational Intelligence (WCCI'02), Hawaii, U.S.A., May 12-17, 2002.

D. J. Liu and C. T. Lin, “A Generalized Common vector Approach for Robust Speaker Independent Automatic Speech Recognition,” 2002 International Symposium on Chinese Spoken Language Processing (ISCSLP 2002), pp. 1-4, Taipei, R.O.C., Aug. 2002.

C. F. Hsu, C. T. Lin, and C. M. Lin, ``Hybrid Robust Indirect and Direct Adaptive Fuzzy Control for Wing Rock Systems,” Proceedings of 2003 International Joint Conference on Neural Networks, Portland, Oregon, USA, July 20-24, 2003.

C. T. Lin and C. H. Huang, “CNN-based Retina-Cortex Model,” The 7th World Multiconference on Systemics, Cybernetics, and Informatics, July 27-30 2003.

C. T. Lin and C. H. Huang, “CNN-based Retinex Technology,” The 16th European Conference on Circuit Theory and Design (ECCTD), Krakow, Poland, pp. II-69~II-72, September 1-4, 2003.

C. T. Lin and C. L. Chang, “CNN-based Defect Inspection in Images with Regular Pattern,” The 16th European Conference on Circuit Theory and Design (ECCTD), Krakow, Poland, pp. I-221~I-224, September 1-4, 2003.

C. T. Lin, C. L. Chang, and W. C. Cheng, “A Recurrent Fuzzy Cellular Neural Network System with Automatic Structure and Template Learning,” submitted for possible publication in 2004 International Symposium on Circuits and Systems (ISCAS 2004), Vancouver, Canada, May 23-26, 2004.

C. T. Lin, C. M. Yeh, and C. F. Hsu, "Fuzzy Neural Network Classification Design using Support Vector Machine," submitted for possible publication in 2004 International Symposium on Circuits and Systems (ISCAS 2004), Vancouver, Canada, May 23-26, 2004.

C. T. Lin, C. H. Huang, and J. F. Chung, "CNN-based Retinex Model," submitted for possible publication in 2004 International Symposium on Circuits and Systems (ISCAS 2004), Vancouver, Canada, May 23-26, 2004.

C. T. Lin, J. F. Chung, and C. H. Huang, "Implementation of CNN-Based Retinex Technology for Gray-Level Image Processing," submitted for possible publication in 2004 International Symposium on Circuits and Systems (ISCAS 2004), Vancouver, Canada, May 23-26, 2004.

C. T. Lin, C. L. Chang, and W. C. Cheng, "A Recurrent Fuzzy Cellular Neural Network System with Automatic Structure and Template Learning," submitted to ISCAS, 2004.

C. T. Lin, S. A. Chen, and C. H. Huang, "A CNN-Gabor Filter with Neural PCA Kernels for Rotation and Scale Invariant Texture Cassification," 2004 International Joint Conference on Neural Networks (IJCNN 2004), Budapest, Hungary, July 25-29, 2004.

C. T. Lin and W. C. Cheng, "An On-line ICA-Mixture-Model-based Fuzzy Neural Network," 2004 International Joint Conference on Neural Networks (IJCNN 2004), Budapest, Hungary, July 25-29, 2004.

C. T. Lin, S. F. Liang, T. Y. Huang, Y. C. Chen, T. P. Jung, and R. C. Wu, "Estimating Driving Performance Based on EEG Spectrum and Fuzzy Neural Network," 2004 International Joint Conference on Neural Networks (IJCNN 2004), Budapest, Hungary, July 25-29, 2004.

W. C. Cheng and C. T. Lin, "A Novel Post-Nonlinear ICA-Based Reflectance Model for 3D Surface Reconstruction," 2005 IEEE International Symposium on Circuits and Systems (ISCAS 2005), Kobe, Japan, May 23-26, 2005.

J. F. Chung, C. T. Lin, and D. J. Liu, "Multiband Room Effect Simulator for 5.1-Channel Sound System," 2005 IEEE International Symposium on Circuits and Systems (ISCAS 2005), Kobe, Japan, May 23-26, 2005.

C. T. Lin, W. H. Chao, R. C. Wu, and S. F. Liang, "Classifications of Driver Cognitive Responses From EEG Analysis," 2005 IEEE International Symposium on Circuits and Systems (ISCAS 2005), Kobe, Japan, May 23-26, 2005.

C. T. Lin, Y. C. Chen, R. C. Wu, S. F. Liang, and T. Y Huang, "Assessment of Driver Vigilance and Performance Using EEG-based Fuzzy Neural Networks," 2005 IEEE International Symposium on Circuits and Systems (ISCAS 2005), Kobe, Japan, May 23-26, 2005.

C. H. Huang and C. T. Lin, “A Complex Texture Classification Algorithm based on Gabor-type Cellular Neural Networks and Self-Organized Fuzzy Inference Neural Networks,” 2005 IEEE International Symposium on Circuits and Systems (ISCAS 2005), Kobe, Japan, May 23-26, 2005.

C. T. Lin and C. M. Yeh, “Fuzzy Neural Network Design using Support Vector Regression for Function Approximation with Outliers,” 2005 IEEE International Conference on Systems, Man, and Cybernetics, Hawaii, USA, October 10-12, 2005.

C. T. Lin and C. H. Chen, “Identification of Chaotic System using Recurrent Compensatory Neuro-Fuzzy Systems,” 2005 9th IEEE International Workshop on Cellular Neural Networks and their Applications, Hsinchu, Taiwan, May 28-30, 2005.

C. T. Lin, C. L. Chin, K. W. Fan, and C. Y. Lin “A Novel Architecture for Converting Single 2D Image into 3D Effect Image,” 2005 9th IEEE International Workshop on Cellular Neural Networks and their Applications, Hsinchu, Taiwan, May 28-30, 2005.

C. T. Lin and Y. C. Chen, “Robust Digital Image Stabilization based on CNN,” 2005 9th IEEE International Workshop on Cellular Neural Networks and their Applications, Hsinchu, Taiwan, May 28-30, 2005.

C. T. Lin, S. A. Chen, and T. H. Tsai “Biological-Inspired Model for Hybrid-Order Texture Boundary Detection based on CNN-UM,” 2005 9th IEEE International Workshop on Cellular Neural Networks and their Applications, Hsinchu, Taiwan, May 28-30, 2005.


(Taiwan)

C. T. Lin and C. S. G. Lee, ``FALCON: A Fuzzy Adaptive Learning Control Network,'' Proc. of 1993 International Symposium on Artificial Neural Networks, Hsinchu, Taiwan, pp. H-01-H-10, December 20-22, 1993.

C. J. Lin and C. T. Lin, ``An Adaptive Fuzzy Controller with Flexible Input/Output Space Partitioning,'' Proc. of the Second National Conf. on Fuzzy Theory and Applications, Taipei, Taiwan, pp. 492-498, September 15-17, 1994.

C. F. Juang and C. T. Lin, ``A Neural Fuzzy Network and Its Application to Rapid Thermal Processing System Control,'' Proc. of 1997 Automatic Control Symposium, Taipei, Taiwan, pp. 689-694, March 15, 1997.

I. F. Chung and C. T. Lin, ``A Neuro-Fuzzy Combiner for Multiobjective Control,'' Proc. of the Fifth National Conf. on Fuzzy Theory and Applications, Tainan, Taiwan, pp. 48-53, December 19-20, 1997.

C. T. Lin and Shu-Wu Lo, ``The Improved LPC Vocoder at 2.4 Kbps Low Bit Rate,'' Proc. of 1997 Int'l Symp. on Communications (ISCOM'97),} Hsinchu, Taiwan, December 17-19, 1997.

C. T. Lin and G. D. Wu, ``Speech Segmentation with the Recurrent Neural Fuzzy Network in Variable Noise-Level Environments," Proceeding of 2000 Eighth National Conference on Fuzzy Theory and Its Applications, Taiwan, 2000.

C. T. Lin, C. D. Huang, and C. S. Shieh, ``Direction of Arrival Estimation in Noisy Environments Using Neural Fuzzy Network," Proceeding of 2001 Ninth National Conference on Fuzzy Theory and Its Applications, Taiwan, R.O.C., November 23-24, 2001.

C. T. Lin and F. B. Duh, ``Neural Fuzzy Network for Radar Pulse Compression,” Proceeding of 2002 Tenth National Conference on Fuzzy Theory and Its Applications, Taiwan, R.O.C., December 5-6, 2002.

C. F. Hsu, T. T. Lee, C. T. Lin, and C. M. Lin, “Adaptive Neural Network Control for Induction Servo Motor System,”Taiwan 24th Power Engineering Conference (中華民國第24屆電力工程研討會).

C. T. Lin, Y. T. Wang, T. Y. Huang, and C. F. Hsu, “Research of Multi-function HLA-based Virtual-Reality Simulation System,” National Defense Conference, R.O.C., pp. 185-196, 2003.

C. T. Lin, S. M. Lu, H. C. Pu, D. J. Liu, and J. F. Chung, 2004, “A Novel Two-Stage Impulse Noise Removal Technique Based on Neural Networks and Fuzzy Decision,” accepted for presentation at CVGIP04, Taiwan.

C. T. Lin, C. M. Yeh, H. C. Pu, and S. F. Liang, 2004, “Skew Estimation of Document Images Using Fuzzy C-Regression Models,” accepted for presentation at CVGIP04, Taiwan.

J. F. Chung and C. T. Lin, “A SoC Integration Platform for Digital Audio Applications Using FPGA Verification Environment,” The 15th VLSI Design/CAD Symposium, KengTing, Taiwan, Aug. 10-13, 2004.

J. F. Chung and C. T. Lin, “A Low-Cost and Application-Driven Digital Signal Processor for Speech/Audio Processing,” The 2004 IEEE Asia-Pacific Conference on Circuits and Systems (APCCAS 2004), Tainan, Taiwan, Dec. 6-9, 2004.



Invited Papers in Professional Conferences

(International)


C. T. Lin and C. S. G. Lee, ``On the Structure and Learning of Neural-Network-Based Fuzzy Logic Control Systems,'' Proc. of the 5th IFSA World Congress, Seoul, pp. 993-996, July 5-9, 1993.

C. T. Lin, ``A Neural Fuzzy Decision System for Freeway Incident Detection,'' Proc. of the First Asian Fuzzy Systems Symposium, Singapore, November 23-26, 1993.

C. T. Lin, ``FALCON: A Fuzzy Adaptive Learning Control Network,'' Proc. of the Int'l Joint Conf. of NAFIPS/IFIS/NASA, San Antonio, TX, December 18-21, 1994.

C. T. Lin, C. J. Lin and I F. Chung, ``Neural Fuzzy Control of Unstable Nonlinear Systems,'' Proc. of IEEE Int'l Conf. on Systems, Man, and Cybernetics, Vancouver, British Columbia, Vol. 4, pp. 3666-3671, October 22-25, 1995.

C. F. Juang and C. T. Lin, ``An On-line Self-Organizing Neural Fuzzy Inference Network and Its Applications,'' Proc. of Seventh IFSA World Congress (IFSA'97 Prague), Prague, June 25-29, 1997.

C. T. Lin and I F. Chung, ``A Reinforcement Neuro-Fuzzy Combiner for Multiobjective Control,'' Proc. of the Joint Symposium of Chiao-Tung Universities on Electronic and Information Engineering, Xian, Shaanxi, September 1-3, 1998.

Y. J. Wang and C. T. Lin, ``Runge Kutta Neural Network for Identification of Continuous Systems,'' Proc. of 1998 IEEE Int'l Conf. on Systems, Man, and Cybernetics, San Diego, CA, October 11-14, 1998.

C. I. Feng and C. T. Lin, ``Fuzzy Control of a Six-degree Motion Platform with Stability Analysis,'' Proc. of the 1999 Int'l Conference on System, Man, and Cybernetics, Tokyo, October 12-15, 1999.

S. J. Wu and C. T. Lin, ``Continuous Time-Invariant Optimal Fuzzy Tracker Design Based on Local Concept Approach,'' Proc. of the 2000 lEEE Int'l Conference on Fuzzy System, San Antonio, Texas, pp. 285-290, May 7-10, 2000.

C. T. Lin and G. D. Wu, ``Noisy Speech Segmentation with Multi-band Analysis and Recurrent Neural Fuzzy Network," Proc. of the 9th IFSA World Congress, Vancouver, July 2001.

C. T. Lin, R. C. Wu, D. J. Liu and G. D. Wu, ``Noisy Speech Segmentation/Enhancement with Multiband Analysis and Neural Fuzzy Networks," Proc. of the 2002 AFSS International Conference on Fuzzy Systems, Calcutta, India, February 3-6, 2002.

W. C. Cheng and C. T. Lin, “A Color Constancy Scheme Based on Finite-Dimensional Linear Model and Neural Network,” Proceedings of the Seventh Conference on Artificial Intelligence and Applications, Taichung, Taiwan, pp. 402-407, Nov. 2002.

C. T. Lin, I. F. Cnung, C. D. Huang, and Y. H. Shen, "Recognition of Structure Classification of Protein Folding by NN and SVM Hierarchical Learning Architecture," Proceedings of ICANN/ICONIP 2003, Istanbul, Turkey, p.p. 1159-1167, June 26-29, 2003.

C. T. Lin, C. D. Huang, I. F. Cnung, and N. R. Pal, "Machine Learning for Multi-class Protein Fold Classification Based on Neural Network with Feature Gating," Proceedings of ICANN/ICONIP 2003, Istanbul, Turkey, p.p. 1168-1184, June 26-29, 2003.

C. D. Huang, I F. Chung, N. R. Pal, and C. T. Lin, ``Machine Learning for Multi-class Protein Fold Classification Based on Neural Networks with Feature Gating,” Proceedings of the Tenth IFSA World Congress, Turkey, July 2003.

S. M. Lu, H. C. Pu, and C. T. Lin, "A HVS-directed Neural-Network-based Approach for Impulse-noise Removal from Highly Corrupted Images,” 2003 IEEE International Conference on Systems, Man and Cybernetics, Vol. 1, pp. 72 -77, Oct. 5-8, 2003.

T. Y. Huang, C. T. Lin, K. Y. Young, C. F. Hsu, and S. Lee, “Development of Virtual-Reality Dynamic Simulation System with Force-Reflection Joystick,” Proceedings of the 7th International Conference on Mechatronics Technology, Taipei, Taiwan.

C. T. Lin, T. T. Lee, C. F. Hsu, and C. M. Lin, “Hybrid Adaptive Fuzzy Control Wing Rock Motion System with H-infinite Robust Performance,” 2003 Proceedings of the International Joint Conference on Neural Networks, pp. 2372 -2377, 2003.

C. T. Lin and C. L. Chang, “A Fuzzy-Logic-based Cellular Neural Network Integrated System,” 2004 IEEE International Workshop on Cellular Neural Networks and their Applications (CNNA 2004), Budapest, Hungary, July 21-23, 2004.

C. T. Lin and W. C. Cheng, “An Illumination Estimation Scheme for Color Constancy Based on Chromaticity Histogram and Neural Network,” 2005 IEEE International Conference on Systems, Man, and Cybernetics, Hawaii, USA, October 10-12, 2005.

C. T. Lin and C. H. Huang, “Cellular Neural Networks for Hexagonal Image Processing,” 2005 9th IEEE International Workshop on Cellular Neural Networks and their Applications, Hsinchu, Taiwan, May 28-30, 2005.

C. T. Lin and S. A. Chen, “Biological Visual Processing for Hybrid-Order Texture Boundary Detection with CNN-UM,” 2005 9th IEEE International Workshop on Cellular Neural Networks and their Applications, Hsinchu, Taiwan, May 28-30, 2005.

C. T. Lin and Y. W. Shou, “Texture Classification and Representation by CNN-based Feature Extraction,” 2005 9th IEEE International Workshop on Cellular Neural Networks and their Applications, Hsinchu, Taiwan, May 28-30, 2005.

C. T. Lin and T. H. Tsai, “Biological-Inspired Model for Hybrid-Order Chromatic Texture Segregation,” 2005 9th IEEE International Workshop on Cellular Neural Networks and their Applications, Hsinchu, Taiwan, May 28-30, 2005.


(Taiwan)

C. T. Lin, ``A Neural Fuzzy Control/Decision System and Its Applications,'' Proc. of the First National Symposium on Fuzzy Set Theory and Applications, Hsinchu, Taiwan, pp. 273-278, June 25-26, 1993.

C. T. Lin and C. P. Jou, ``Controlling Chaos by a Neural Fuzzy Network,'' Proc. of the Sixth National Conf. on Fuzzy Theory and Applications, Taichung, Taiwan, Dec. 1998.

C. T. Lin, ``Fuzzy-Neural-Network-based Human Vision System,'' Proc. of the Tenth National Symposium on Fuzzy Set Theory and Applications, Taipei, 2002.

R. C. Wu, S. F. Liang, and C. T. Lin, "Analysis of Event-Related Potential Signals for Brain Computer Interface," The Joint Conference on AI, Fuzzy System, and Grey System, Taipei, 2003.

C. F. Hsu, K. T. Huang, and C. T. Lin, “Flight Simulator Based on Stewart Platform,” 2003 Taiwan Aerospace Engineering Conference.

R. C. Wu, S. F. Liang, C. T. Lin, and C. F. Hsu, "Applications of Event-Related-Potential-Based Brain Computer Interface to Intelligent Transportation Systems," The 2004 IEEE International Conference on Networking, Sensing, and Control, Taipei, 2004.

C. T. Lin, S. F. Liang, R. C. Wu, Y. C. Chen, and T. Y. Huang, "Driving Performance Estimation with EEG Spectrum and Neural-Fuzzy Network," 2004 The 20th National Conference on Fuzzy Theory and Its Applications, I-Lan, Taiwan, Nov. 11-13, 2004.

Books

Graduate Textbook
C. T. Lin and C. S. G. Lee, Neural Fuzzy Systems: A Neuro-Fuzzy Synergism to Intelligent Systems (with disk), Prentice Hall, 1996, 797 pages (ISBN 0-13-261413-8).

Reference Book
C. T. Lin, Neural Fuzzy Control Systems with Structure and Parameter Learning, World Scientific, 1994, 127 pages (ISBN 981-02-1613-0).

Book Chapter (Invited Contributor)
C. S. G. Lee and C. T. Lin, ``Parallel Algorithms and Fault-Tolerant Reconfigurable Architecture for Robot Kinematics and Dynamics Computations,'' in Control and Dynamic Systems, C. T. Leondes (editor), Vol. 40, Academic Press, pp. 33-103, 1991. (ISBN 01201-27407).

C. T. Lin and C. S. G. Lee, ``Supervised and Unsupervised Learning with Fuzzy Similarity for Neural-Network-Based Fuzzy Logic Control Systems,'' in Fuzzy Sets, Neural Networks, and Soft Computing, Chapter 5, R. Yager and L. A. Zadeh (editors), Van Nostrand Reinhold, pp. 85-125, 1994.

C. T. Lin and C. S. G. Lee, ``On the Structure and Learning of Neural-Network-Based Fuzzy Logic Control Systems,'' in Fuzzy Logic and Its Applications to Engineering, Information Sciences, and Intelligent Systems, Z. Bien and K. C. Min (editors), Kluwer Academic Publishers, pp. 67-80, 1995(ISBN 044-20-1621-2).

C. T. Lin, ``Neural-Network-Based Fuzzy Logic Control System'' (in Japanese), in Neural Networks and Fuzzy Systems: Theory and Applications, Shigeo Abe (Chief Researcher, Hitachi Research Laboratory) (editor), Kindai Kagaku Sha (a Japanese Publisher), 1995. (ISBN 079-23-3755-7).

C. T. Lin, ``Adaptive Subsethood for Radial Basis Fuzzy Systems,'' in Fuzzy Engineering, B. Kosko (editor), Prentice Hall, Chapter 13, pp. 429-464, 1997. (ISBN 079-23-9814-9).

C. F. Juang, H. W. Nein, and C. T. Lin, ``Techniques and Applications of Integrated Reinforcement Neural-Network-Based Fuzzy Logic Control Systems,'' in International Theme Volumes on Fuzzy Theory Systems: Techniques and Applications, C. T. Leondes (editor), Academic Press, Chapter 45, pp. 1265-1297, 1999. (ISBN 013-12-4991-6).

C. J. Lin and C. T. Lin, ``Techniques and Applications of Genetic Algorithms in Neuro-Fuzzy Systems,'' in International Theme Volumes on Fuzzy Theory Systems Techniques and Applications, C. T. Leondes (editor), Academic Press, 1999. (ISBN 012-44-3870-9).

C. T. Lin, I F. Chung, and Y. C. Lu, ``Techniques in Neural Fuzzy Systems and Their Application in Processing Both Numerical and Linguistic Information,'' in International Theme Volumes on Fuzzy Theory Systems: Techniques and Applications, C. T. Leondes (editor), Academic Press, Chapter 49, pp. 1393-1346, 1999.

C. T. Lin, Y. C. Lee, and H. C. Pu, ``Knowledge Discovery in Advanced Information Systems,'' in International Theme Volumes on Data Mining and Knowledge Discovery, Academic Press, 2002. (ISBN 079-23-8252-8).

C. T. Lin, ``Neural Fuzzy Control for Vision-Guided Robot'' (in Chinese), in Engineering Technology Communication, Vol. 22, National Science Council (NSC), Taiwan, 1996.

C. T. Lin, ``Neuro-Fuzzy Control Techniques'' (in Chinese), in Automatic Control Handbook, Chinese Engineer Association, Taiwan, 1996.

C. T. Lin and C.D. Huang, ``Machine Learning With Automatic Feature Selection for Multi-Class Protein Fold Classification,'' in Feature Extraction, Foundations and Applications, Isabelle Guyon, Steve Gunn, Masoud Nikravesh, and Lofti Zadeh (editors), Springer, 2004.

 
 

Professor
陳志成 Jyh-Cheng Chen
郭萬祐 Wan-Yuo Guo
謝仁俊 Jen-Chuen Hsieh
黃正仲 Jeng-Jong Hwang
李俊信 Jason Jeun-Shenn Lee
林進燈 Chin-Teng Lin
林永煬 Yung-Yang Lin
孫永年 Yung-Nien Sun
 
Associate Professor
高怡宣 Yi-Hsuan Kao
劉仁賢 Ren-Shyan Liu 
王信二 Hsin-Ell Wang 
吳育德 Yu-Te Wu
 
Assistant Professor
陳麗芬 Li-Fen Chen
陳永昇 Yong-Sheng Chen
周元華 Yuan-Hwa Chou
林慶波 Ching-Po Lin
葉子成 Tzu-Chen Yeh
 
Assistant Research Fellow
陳傳霖 Chuan-Lin Chen
郭文瑞 Wen-Jui Kuo
李柏磊 Po-Lei Lee
尼大衛 David M. Niddam
王福年 Fu-Nien Wang
 
Postdoctoral Fellow
陳賢修 Shyan-Shiou Chen 
 
Administrative
陳靜慧 Ching-Hui Chen