Sheng-Fu Liang

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 12

Top Topics

Fuzzy Inference

Vector Quantization

Fully Integrated

Top Venues

IEEE Trans. Instrum. Meas.

IEEE J. Solid State Circuits

IEEE Trans. Biomed. Eng.

IEEE Trans. Cogn. Dev. Syst.

Publications

Han Shin Jo, Tsung-Hao Hsieh, Wei-Che Chien, Fu-Zen Shaw, Sheng-Fu Liang, Chun-Chia Kung
Probing the neural dynamics of musicians' and non-musicians' consonant/dissonant perception: Joint analyses of electrical encephalogram (EEG) and functional magnetic resonance imaging (fMRI). NeuroImage 298 (2024)
Ying-Siou Liao, Cheng-Yu Lin, Sheng-Fu Liang, Yi-Hsiang Lee, Wen-Kuei Lin
A Human-Computer Collaborative Sleep Scoring System for Clinical Needs. iCAST (2023)
Yung-Hung Wang, I-Yu Chen, Herming Chiueh, Sheng-Fu Liang
A Low-Cost Implementation of Sample Entropy in Wearable Embedded Systems: An Example of Online Analysis for Sleep EEG. IEEE Trans. Instrum. Meas. 70 (2021)
Sheng-Fu Liang, Yu-Hsuan Shih, Yu-Han Hu, Chih-En Kuo
A Method for Napping Time Recommendation Using Electrical Brain Activity. IEEE Trans. Cogn. Dev. Syst. 12 (3) (2020)
Hao-Lun Fu, Po-Hsiang Fang, Chan-Yu Chi, Chung-ting Kuo, Meng-Hsuan Liu, Howard Muchen Hsu, Cheng-Hsun Hsieh, Sheng-Fu Liang, Shulan Hsieh, Cheng-Ta Yang
Application of Brain-Computer Interface and Virtual Reality in Advancing Cultural Experience. VCIP (2020)
Ting-Hsuan Chang, Fu-Zen Shaw, Sheng-Fu Liang, Hung-Ta Chiu, Jon-Fan Hu, Wei-En Chang
Eye-tracking as a Measure of Table Tennis Expert-Novice Differences in Theory of Mind. CogSci (2019)
Cheng-Hsiang Cheng, Ping-Yuan Tsai, Tzu-Yi Yang, Wan-Hsueh Cheng, Ting-Yang Yen, Zhicong Luo, Xin-Hong Qian, Zhi-Xin Chen, Tzu-Han Lin, Wei-Hong Chen, Wei-Ming Chen, Sheng-Fu Liang, Fu-Zen Shaw, Cheng-Siu Chang, Yue-Loong Hsin, Chen-Yi Lee, Ming-Dou Ker, Chung-Yu Wu
A Fully Integrated 16-Channel Closed-Loop Neural-Prosthetic CMOS SoC With Wireless Power and Bidirectional Data Telemetry for Real-Time Efficient Human Epileptic Seizure Control. IEEE J. Solid State Circuits 53 (11) (2018)
Yuan-Chi Tseng, An-Hou Tang, Yu-Hsuan Shih, Sheng-Fu Liang
Using Eye Movement Data and Visit Contexts to Understand the Experience of Museum Visitors. CHI Extended Abstracts (2018)
Yu-Lin Wang, Sheng-Fu Liang, Alvin W. Y. Su, Fu-Zen Shaw
Spike densities of the amygdala and neocortex reflect progression of kindled motor seizures. Medical Biol. Eng. Comput. 56 (1) (2018)
Chung-Yu Wu, Cheng-Hsiang Cheng, Yi-Huan Ou-Yang, Chiung-Ghu Chen, Wei-Ming Chen, Ming-Dou Ker, Chen-Yi Lee, Sheng-Fu Liang, Fu-Zen Shaw
Design considerations and clinical applications of closed-loop neural disorder control SoCs. ASP-DAC (2017)
Chih-En Kuo, Yi-Che Liu, Da-Wei Chang, Chung-Ping Young, Fu-Zen Shaw, Sheng-Fu Liang
Development and Evaluation of a Wearable Device for Sleep Quality Assessment. IEEE Trans. Biomed. Eng. 64 (7) (2017)
Sheng-Fu Liang, Chih-En Kuo, Fu-Zen Shaw, Ying-Huang Chen, Chia-Hu Hsu, Jyun-Yu Chen
Combination of Expert Knowledge and a Genetic Fuzzy Inference System for Automatic Sleep Staging. IEEE Trans. Biomed. Eng. 63 (10) (2016)
Tsung-Hao Hsieh, Ming-Jian Sun, Sheng-Fu Liang
Musical perception scaling of AEPs from musicians, schizophrenia and normal people. TAAI (2015)
Sheng-Fu Liang, Chih-En Kuo, Yi-Chieh Lee, Wen-Chieh Lin, Yen-Chen Liu, Peng-Yu Chen, Fu-Yin Cherng, Fu-Zen Shaw
Development of an EOG-Based Automatic Sleep-Monitoring Eye Mask. IEEE Trans. Instrum. Meas. 64 (11) (2015)
Sheng-Fu Liang, Ching-Fa Chen, Jian-Hong Zeng, Shing-Tai Pan
Application of Genetic Algorithm and Fuzzy Vector Quantization on EEG-based automatic sleep staging by using Hidden Markov Model. ICMLC (2014)
Chih-En Kuo, Sheng-Fu Liang, Yi-Chieh Li, Fu-Yin Cherng, Wen-Chieh Lin, Peng-Yu Chen, Yen-Chen Liu, Fu-Zen Shaw
An EOG-based Sleep Monitoring System and Its Application on On-line Sleep-stage Sensitive Light Control. PhyCS (2014)
Wei-Ming Chen, Herming Chiueh, Tsan-Jieh Chen, Chia-Lun Ho, Chi Jeng, Ming-Dou Ker, Chun-Yu Lin, Ya-Chun Huang, Chia-Wei Chou, Tsun-Yuan Fan, Ming-Seng Cheng, Yue-Loong Hsin, Sheng-Fu Liang, Yu-Lin Wang, Fu-Zen Shaw, Yu-Hsing Huang, Chia-Hsiang Yang, Chung-Yu Wu
A Fully Integrated 8-Channel Closed-Loop Neural-Prosthetic CMOS SoC for Real-Time Epileptic Seizure Control. IEEE J. Solid State Circuits 49 (1) (2014)
Chih-En Kuo, Sheng-Fu Liang, Yi-Chieh Lee, Fu-Yin Cherng, Wen-Chieh Lin, Peng-Yu Chen, Yen-Chen Liu, Fu-Zen Shaw
An EOG-Based Automatic Sleep Scoring System and Its Related Application in Sleep Environmental Control. PhyCS (Selected Papers) (2014)
Chih-En Kuo, Sheng-Fu Liang, Shao-Sheng Lu, Tang-Ching Kuan, Chih-Sheng Lin
Estimation and Prediction of Drug Therapy on the Termination of Atrial Fibrillation by Autoregressive Model With Exogenous Inputs. IEEE J. Biomed. Health Informatics 17 (1) (2013)
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)
Yu-Lin Wang, Sheng-Fu Liang, Fu-Zen Shaw, Yu-Shin Huang, Yin-Lin Chen
An energy efficient real-time seizure detection method in rats with spontaneous temporal lobe epilepsy. CCMB (2013)
Yu-Lin Wang, Sheng-Fu Liang, Fu-Zen Shaw, Yu-Hsin Huang, Ssu-Yen Wu
Detection of spontaneous temporal lobe epilepsy in rats by means of 1-axis accelerometor signal. ICICS (2013)
Hai-Yin Teng, You-De Liu, Da-Wei Chang, Chung-Ping Young, Sheng-Fu Liang, Fu-Zen Shaw
Concurrent wireless physiological signal monitoring system for multiple freely moving rats. I2MTC (2013)
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 Trans. Instrum. Meas. 61 (7) (2012)
Yu-Lin Wang, Sheng-Fu Liang, Fu-Zen Shaw, Alvin W. Y. Su, Yin-Lin Chen, Ssu-Yen Wu
Use of accelerometers to detect motor states in a seizure of rats with temporal lobe epilepsy. BioCAS (2012)
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 Trans. Instrum. Meas. 61 (6) (2012)
Sheng-Fu Liang, Fu-Zen Shaw, Da-Wei Chang, Chung-Ping Young, Yu-Lin Wang, Sih-Yen Wu
Live demonstration: A portable closed-loop seizure controller in freely moving rats. BioCAS (2012)
Yu-Hsiang Pan, Yung-Hung Wang, Sheng-Fu Liang, Kuo-Tien Lee
Fast computation of sample entropy and approximate entropy in biomedicine. Comput. Methods Programs Biomed. 104 (3) (2011)
Tsan-Jieh Chen, Herming Chiueh, Sheng-Fu Liang, Shun-Ting Chang, Chi Jeng, Yu-Cheng Hsu, Tzu-Chieh Chien
The Implementation of a Low-Power Biomedical Signal Processor for Real-Time Epileptic Seizure Detection on Absence Animal Models. IEEE J. Emerg. Sel. Topics Circuits Syst. 1 (4) (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)
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)
Sheng-Fu Liang, Chih-En Kuo, Yu-Han Hu, Yu-Shian Cheng
A rule-based automatic sleep staging method. EMBC (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 Trans. Instrum. Meas. 60 (2) (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) (2011)
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. Signal Process. 2010 (2010)
Sheng-Fu Liang, Hung-Ming Chen, Yi-Che Liu
Image Enlargement by Applying Coordinate Rotation and Kernel Stretching to Interpolation Kernels. EURASIP J. Adv. Signal Process. 2010 (2010)
Sheng-Fu Liang, Wan-Lin Chang, Herming Chiueh
EEG-based absence seizure detection methods. IJCNN (2010)
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)
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)
Chin-Teng Lin, Li-Wei Ko, Jin-Chern Chiou, Jeng-Ren Duann, Ruey-Song Huang, Sheng-Fu Liang, Tzai-Wen Chiu, Tzyy-Ping Jung
Noninvasive Neural Prostheses Using Mobile and Wireless EEG. Proc. IEEE 96 (7) (2008)
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. Signal Process. 2008 (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 Trans. Fuzzy Syst. 16 (4) (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. Eng. 55 (5) (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. Signal Process. 2008 (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)
Sheng-Che Hsu, Sheng-Fu Liang, Kang-Wei Fan, Chin-Teng Lin
A Robust In-Car Digital Image Stabilization Technique. IEEE Trans. Syst. Man Cybern. Part C 37 (2) (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)
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. Eng. 54 (7) (2007)
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)
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 Trans. Fuzzy Syst. 15 (4) (2007)
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)
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) (2006)
Chin-Teng Lin, Chang-Mao Yeh, Sheng-Fu Liang, Jen-Feng Chung, Nimit Kumar
Support-vector-based fuzzy neural network for pattern classification. IEEE Trans. Fuzzy Syst. 14 (1) (2006)
Chin-Teng Lin, Li-Wei Ko, I-Fang Chung, Teng-Yi Huang, Yu-Chieh Chen, Tzyy-Ping Jung, Sheng-Fu Liang
Adaptive EEG-Based Alertness Estimation System by Using ICA-Based Fuzzy Neural Networks. IEEE Trans. Circuits Syst. I Regul. Pap. (11) (2006)
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)
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)
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)
Chin-Teng Lin, Wen-Chang Cheng, Sheng-Fu Liang
An on-line ICA-mixture-model-based self-constructing fuzzy neural network. IEEE Trans. Circuits Syst. I Regul. Pap. (1) (2005)
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. Signal Process. 2005 (19) (2005)
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)
Chin-Teng Lin, Wen-Hung Chao, Yu-Chieh Chen, Sheng-Fu Liang
Adaptive feature extractions in an EEG-based alertness estimation system. SMC (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)
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 Electron. 51 (2) (2005)
Chin-Teng Lin, Ruei-Cheng Wu, Sheng-Fu Liang, Wen-Hung Chao, Yu-Jie Chen, Tzyy-Ping Jung
EEG-based drowsiness estimation for safety driving using independent component analysis. IEEE Trans. Circuits Syst. I Regul. Pap. (12) (2005)
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)
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) (2005)
Chin-Teng Lin, Wen-Chang Cheng, Sheng-Fu Liang
Neural-network-based adaptive hybrid-reflectance model for 3-D surface reconstruction. IEEE Trans. Neural Networks 16 (6) (2005)
Chin-Teng Lin, Wen-Chang Cheng, Sheng-Fu Liang
A 3-D surface reconstruction approach based on postnonlinear ICA model. IEEE Trans. Neural Networks 16 (6) (2005)
Chin-Teng Lin, Rui-Cheng Wu, Jyh-Yeong Chang, Sheng-Fu Liang
A novel prosodic-information synthesizer based on recurrent fuzzy neural network for the Chinese TTS system. IEEE Trans. Syst. Man Cybern. Part B 34 (1) (2004)
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) (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)
Her-Chang Pu, Chin-Teng Lin, Sheng-Fu Liang, Nimit Kumar
A novel neural-network-based image resolution enhancement. FUZZ-IEEE (2003)
Alvin Wen-Yu Su, Sheng-Fu Liang
A class of physical modeling recurrent networks for analysis/synthesis of plucked string instruments. IEEE Trans. Neural Networks 13 (5) (2002)
Alvin Wen-Yu Su, Sheng-Fu Liang
A new automatic IIR analysis/synthesis technique for plucked-string instruments. IEEE Trans. Speech Audio Process. 9 (7) (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 Networks Learn. Syst. 11 (1) (2000)
Sheng-Fu Liang, Alvin W. Y. Su, Cheng-Teng Lin
A new recurrent-network-based music synthesis method for Chinese plucked-string instruments - Pipa and Qin. IJCNN (1999)