Sheng-Fu Liang

Wei-Ming Chen, Herming Chiueh, Tsan-Jieh Chen, Chia-Lun Ho, Chi Jeng, Shun-Ting Chang, Ming-Dou Ker, Chun-Yu Lin, Ya-Chun Huang, Chia-Wei Chou, Tsun-Yuan Fan, Ming-Seng Cheng, Sheng-Fu Liang, Tzu-Chieh Chien, Sih-Yen Wu, Yu-Lin Wang, Fu-Zen Shaw, Yu-Hsing Huang, Chia-Hsiang Yang, Jin-Chern Chiou, Chih-Wei Chang, Lei-Chun Chou, Chung-Yu Wu: A fully integrated 8-channel closed-loop neural-prosthetic SoC for real-time epileptic seizure control. ISSCC 2013: 286-287

Sheng-Fu Liang, Chih-En Kuo, Yu-Han Hu, Yu-Hsiang Pan, Yung-Hung Wang: Automatic Stage Scoring of Single-Channel Sleep EEG by Using Multiscale Entropy and Autoregressive Models. IEEE T. Instrumentation and Measurement 61(6): 1649-1657 (2012)

Da-Wei Chang, You-De Liu, Chung-Ping Young, Jing-Jhong Chen, Ying-Huang Chen, Chun-Yu Chen, Yu-Cheng Hsu, Fu-Zen Shaw, Sheng-Fu Liang: Design and Implementation of a Modularized Polysomnography System. IEEE T. Instrumentation and Measurement 61(7): 1933-1944 (2012)

Yu-Hsiang Pan, Yung-Hung Wang, Sheng-Fu Liang, Kuo-Tien Lee: Fast computation of sample entropy and approximate entropy in biomedicine. Computer Methods and Programs in Biomedicine 104(3): 382-396 (2011)

Da-Wei Chang, Sheng-Fu Liang, Chung-Ping Young, Fu-Zen Shaw, Alvin W. Y. Su, You-De Liu, Yu-Lin Wang, Yi-Che Liu, Jing-Jhong Chen, Chun-Yu Chen: A Versatile Wireless Portable Monitoring System for Brain-Behavior Approaches. IEEE J. Emerg. Sel. Topics Circuits Syst. 1(4): 440-450 (2011)

C.-P. Young, Sheng-Fu Liang, D.-W. Chang, Y.-C. Liao, Fu-Zen Shaw, C.-H. Hsieh: A Portable Wireless Online Closed-Loop Seizure Controller in Freely Moving Rats. IEEE T. Instrumentation and Measurement 60(2): 513-521 (2011)

Shing-Tai Pan, Sheng-Fu Liang, Tzung-Pei Hong, Jian-Hong Zeng: Apply fuzzy vector quantization to improve the observation-based Discrete Hidden Markov Model - An example on electroencephalogram (EEG) signal recognition. FUZZ-IEEE 2011: 1674-1680

Sheng-Fu Liang, Ying-Huang Chen, Chih-En Kuo, Jyun-Yu Chen, Sheng-Che Hsu: A fuzzy inference system for sleep staging. FUZZ-IEEE 2011: 2104-2107

Sheng-Fu Liang, Hung-Ming Chen, Yi-Che Liu: Image Enlargement by Applying Coordinate Rotation and Kernel Stretching to Interpolation Kernels. EURASIP J. Adv. Sig. Proc. 2010 (2010)

Sheng-Fu Liang, Hsu-Chuan Wang, Wan-Lin Chang: Combination of EEG Complexity and Spectral Analysis for Epilepsy Diagnosis and Seizure Detection. EURASIP J. Adv. Sig. Proc. 2010 (2010)

Sheng-Fu Liang, Wan-Lin Chang, Herming Chiueh: EEG-based absence seizure detection methods. IJCNN 2010: 1-4

Sheng-Fu Liang, Chi-Sheng Liu, Wan-Lin Chang, Yu-Hsiang Tsao, Li-Wei Ko, Chin-Teng Lin: Assessment of musical training induced neuroplasticity by auditory event related potentials and neural networks. IJCNN 2009: 1797-1801

Chin-Teng Lin, Ken-Li Lin, Li-Wei Ko, Sheng-Fu Liang, Bor-Chen Kuo, I-Fang Chung: Nonparametric Single-Trial EEG Feature Extraction and Classification of Driver's Cognitive Responses. EURASIP J. Adv. Sig. Proc. 2008 (2008)

Nikhil R. Pal, Chien-Yao Chuang, Li-Wei Ko, Chih-Feng Chao, Tzyy-Ping Jung, Sheng-Fu Liang, Chin-Teng Lin: EEG-Based Subject- and Session-independent Drowsiness Detection: An Unsupervised Approach. EURASIP J. Adv. Sig. Proc. 2008 (2008)

Chin-Teng Lin, Yu-Chieh Chen, Teng-Yi Huang, Tien-Ting Chiu, Li-Wei Ko, Sheng-Fu Liang, Hung-Yi Hsieh, Shang Hwa Hsu, Jeng-Ren Duann: Development of Wireless Brain Computer Interface With Embedded Multitask Scheduling and its Application on Real-Time Driver's Drowsiness Detection and Warning. IEEE Trans. Biomed. Engineering 55(5): 1582-1591 (2008)

Sheng-Fu Liang, Shih-Mao Lu, Jyh-Yeong Chang, Chin-Teng Lin: A Novel Two-Stage Impulse Noise Removal Technique Based on Neural Networks and Fuzzy Decision. IEEE T. Fuzzy Systems 16(4): 863-873 (2008)

Chin-Teng Lin, Nikhil R. Pal, Chien-Yao Chuang, Tzyy-Ping Jung, Li-Wei Ko, Sheng-Fu Liang: An EEG-based subject- and session-independent drowsiness detection. IJCNN 2008: 3448-3454

Chin-Teng Lin, Hong-Zhang Lin, Tzai-Wen Chiu, Chih-Feng Chao, Yu-Chieh Chen, Sheng-Fu Liang, Li-Wei Ko: Distraction-related EEG dynamics in virtual reality driving simulation. ISCAS 2008: 1088-1091

Chin-Teng Lin, I-Fang Chung, Li-Wei Ko, Yu-Chieh Chen, Sheng-Fu Liang, Jeng-Ren Duann: EEG-Based Assessment of Driver Cognitive Responses in a Dynamic Virtual-Reality Driving Environment. IEEE Trans. Biomed. Engineering 54(7): 1349-1352 (2007)

Chin-Teng Lin, Kang-Wei Fan, Her-Chang Pu, Shih-Mao Lu, Sheng-Fu Liang: An HVS-Directed Neural-Network-Based Image Resolution Enhancement Scheme for Image Resizing. IEEE T. Fuzzy Systems 15(4): 605-615 (2007)

Sheng-Che Hsu, Sheng-Fu Liang, Kang-Wei Fan, Chin-Teng Lin: A Robust In-Car Digital Image Stabilization Technique. IEEE Transactions on Systems, Man, and Cybernetics, Part C 37(2): 234-247 (2007)

Chin-Teng Lin, Li-Wei Ko, Yin-Hung Lin, Tzyy-Ping Jung, Sheng-Fu Liang, Li-Sor Hsiao: EEG Activities of Dynamic Stimulation in VR Driving Motion Simulator. HCI (13) 2007: 551-560

Chin-Teng Lin, Hung-Yi Hsieh, Sheng-Fu Liang, Yu-Chieh Chen, Li-Wei Ko: Development of a Wireless Embedded Brain - Computer Interface and Its Application on Drowsiness Detection and Warning. HCI (13) 2007: 561-567

Chin-Teng Lin, Li-Wei Ko, Ken-Li Lin, Sheng-Fu Liang, Bor-Chen Kuo, I-Fang Chung, Lan-Da Van: Classification of Driver's Cognitive Responses Using Nonparametric Single-trial EEG Analysis. ISCAS 2007: 2019-2023

Shih-Mao Lu, Sheng-Fu Liang, Chin-Teng Lin: A HVS-Directed Neural-Network-Based Approach for Salt-Pepper Impulse Noise Removal. J. Inf. Sci. Eng. 22(4): 925-939 (2006)

Chin-Teng Lin, Chang-Mao Yeh, Sheng-Fu Liang, Jen-Feng Chung, N. Kumar: Support-vector-based fuzzy neural network for pattern classification. IEEE T. Fuzzy Systems 14(1): 31-41 (2006)

Chin-Teng Lin, Sheng-Fu Liang, Yu-Chieh Chen, Yung-Chi Hsu, Li-Wei Ko: Driver's drowsiness estimation by combining EEG signal analysis and ICA-based fuzzy neural networks. ISCAS 2006

Hung-Yi Hsieh, Sheng-Fu Liang, Li-Wei Ko, May Lin, Chin-Teng Lin: Development of a Real-Time Wireless Embedded Brain Signal Acquisition/Processing System and its Application on Driver's Drowsiness Estimation. SMC 2006: 4374-4379

Chin-Teng Lin, Sheng-Fu Liang, Wen-Hung Chao, Li-Wei Ko, Chih-Feng Chao, Yu-Chieh Chen, Teng-Yi Huang: Driving Style Classification by Analyzing EEG Responses to Unexpected Obstacle Dodging Tasks. SMC 2006: 4916-4919

Chin-Teng Lin, Ruei-Cheng Wu, Tzyy-Ping Jung, Sheng-Fu Liang, Teng-Yi Huang: Estimating Driving Performance Based on EEG Spectrum Analysis. EURASIP J. Adv. Sig. Proc. 2005(19): 3165-3174 (2005)

Chuen-Der Huang, Sheng-Fu Liang, Chin-Teng Lin, Ruei-Cheng Wu: Machine Learning with Automatic Feature Selection for Multi-class Protein Fold Classification. J. Inf. Sci. Eng. 21(4): 711-720 (2005)

Sheng-Che Hsu, Sheng-Fu Liang, Chin-Teng Lin: A robust digital image stabilization technique based on inverse triangle method and background detection. IEEE Trans. Consumer Electronics 51(2): 335-345 (2005)

Chin-Teng Lin, Wen-Chang Cheng, Sheng-Fu Liang: Neural-network-based adaptive hybrid-reflectance model for 3-D surface reconstruction. IEEE Transactions on Neural Networks 16(6): 1601-1615 (2005)

Chin-Teng Lin, Wen-Chang Cheng, Sheng-Fu Liang: A 3-D surface reconstruction approach based on postnonlinear ICA model. IEEE Transactions on Neural Networks 16(6): 1638-1650 (2005)

Chin-Teng Lin, Yu-Chieh Chen, Ruei-Cheng Wu, Sheng-Fu Liang, Teng-Yi Huang: Assessment of driver's driving performance and alertness using EEG-based fuzzy neural networks. ISCAS (1) 2005: 152-155

Sheng-Fu Liang, Chin-Teng Lin, Ruei-Cheng Wu, Teng-Yi Huang, Wen-Hung Chao: Classification of driver's cognitive responses from EEG analysis. ISCAS (1) 2005: 156-159

Chin-Teng Lin, Wen-Hung Chao, Yu-Chieh Chen, Sheng-Fu Liang: Adaptive feature extractions in an EEG-based alertness estimation system. SMC 2005: 2096-2101

Chin-Teng Lin, Sheng-Fu Liang, Chang-Moun Yeh, Kan Wei Fan: Fuzzy neural network design using support vector regression for function approximation with outliers. SMC 2005: 2763-2768

Sheng-Fu Liang, Alvin Wen-Yu Su: Modeling and Analysis of Acoustic Musical Strings Using Kelly-Lochbaum Lattice Networks. J. Inf. Sci. Eng. 20(6): 1161-1182 (2004)

Ruei-Cheng Wu, Chin-Teng Lin, Sheng-Fu Liang, Teng-Yi Huang, Tzyy-Ping Jung: EEG-based fuzzy neural network estimator for driving performance. SMC (4) 2004: 4034-4040

Alvin Wen-Yu Su, Sheng-Fu Liang: A class of physical modeling recurrent networks for analysis/synthesis of plucked string instruments. IEEE Transactions on Neural Networks 13(5): 1137-1148 (2002)

Alvin Wen-Yu Su, Sheng-Fu Liang: A new automatic IIR analysis/synthesis technique for plucked-string instruments. IEEE Transactions on Speech and Audio Processing 9(7): 747-754 (2001)

Sheng-Fu Liang, Alvin Wen-Yu Su, Chin-Teng Lin: Model-based synthesis of plucked string instruments by using a class of scattering recurrent networks. IEEE Trans. Neural Netw. Learning Syst. 11(1): 171-185 (2000)