A new recurrent-network-based music synthesis method for Chinese plucked-string instruments - Pipa and Qin. - Sheng-Fu Liang; Alvin W. Y. Su; Cheng-Teng Lin (IJCNN, 1999)

Model-based synthesis of plucked string instruments by using a class of scattering recurrent networks. - Sheng-Fu Liang; Alvin Wen-Yu Su; Chin-Teng Lin (IEEE Trans. Neural Networks Learn. Syst., 2000)

A new automatic IIR analysis/synthesis technique for plucked-string instruments. - Alvin Wen-Yu Su; Sheng-Fu Liang (IEEE Trans. Speech Audio Process., 2001)

A class of physical modeling recurrent networks for analysis/synthesis of plucked string instruments. - Alvin Wen-Yu Su; Sheng-Fu Liang (IEEE Trans. Neural Networks, 2002)

A novel neural-network-based image resolution enhancement. - Her-Chang Pu; Chin-Teng Lin; Sheng-Fu Liang; Nimit Kumar (FUZZ-IEEE, 2003)

Estimating driving performance based on EEG spectrum and fuzzy neural network. - Ruei-Cheng Wu; Chin-Teng Lin; Sheng-Fu Liang; Te-Yi Huang; Yu-Chieh Chen; Tzyy-Ping Jung (IJCNN, 2004)

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

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

A novel prosodic-information synthesizer based on recurrent fuzzy neural network for the Chinese TTS system. - Chin-Teng Lin; Rui-Cheng Wu; Jyh-Yeong Chang; Sheng-Fu Liang (IEEE Trans. Syst. Man Cybern. Part B, 2004)

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

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

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

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

Estimating Driving Performance Based on EEG Spectrum Analysis. - Chin-Teng Lin; Ruei-Cheng Wu; Tzyy-Ping Jung; Sheng-Fu Liang; Teng-Yi Huang (EURASIP J. Adv. Signal Process., 2005)

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

An on-line ICA-mixture-model-based self-constructing fuzzy neural network. - Chin-Teng Lin; Wen-Chang Cheng; Sheng-Fu Liang (IEEE Trans. Circuits Syst. I Regul. Pap., 2005)

EEG-based drowsiness estimation for safety driving using independent component analysis. - Chin-Teng Lin; Ruei-Cheng Wu; Sheng-Fu Liang; Wen-Hung Chao; Yu-Jie Chen; Tzyy-Ping Jung (IEEE Trans. Circuits Syst. I Regul. Pap., 2005)

A robust digital image stabilization technique based on inverse triangle method and background detection. - Sheng-Che Hsu; Sheng-Fu Liang; Chin-Teng Lin (IEEE Trans. Consumer Electron., 2005)

Neural-network-based adaptive hybrid-reflectance model for 3-D surface reconstruction. - Chin-Teng Lin; Wen-Chang Cheng; Sheng-Fu Liang (IEEE Trans. Neural Networks, 2005)

A 3-D surface reconstruction approach based on postnonlinear ICA model. - Chin-Teng Lin; Wen-Chang Cheng; Sheng-Fu Liang (IEEE Trans. Neural Networks, 2005)

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

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

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

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

Adaptive EEG-Based Alertness Estimation System by Using ICA-Based Fuzzy Neural Networks. - Chin-Teng Lin; Li-Wei Ko; I-Fang Chung; Teng-Yi Huang; Yu-Chieh Chen; Tzyy-Ping Jung; Sheng-Fu Liang (IEEE Trans. Circuits Syst. I Regul. Pap., 2006)

Support-vector-based fuzzy neural network for pattern classification. - Chin-Teng Lin; Chang-Mao Yeh; Sheng-Fu Liang; Jen-Feng Chung; Nimit Kumar (IEEE Trans. Fuzzy Syst., 2006)

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

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

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

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

An HVS-Directed Neural-Network-Based Image Resolution Enhancement Scheme for Image Resizing. - Chin-Teng Lin; Kang-Wei Fan; Her-Chang Pu; Shih-Mao Lu; Sheng-Fu Liang (IEEE Trans. Fuzzy Syst., 2007)

A Robust In-Car Digital Image Stabilization Technique. - Sheng-Che Hsu; Sheng-Fu Liang; Kang-Wei Fan; Chin-Teng Lin (IEEE Trans. Syst. Man Cybern. Part C, 2007)

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

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

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

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

Noninvasive Neural Prostheses Using Mobile and Wireless EEG. - Chin-Teng Lin; Li-Wei Ko; Jin-Chern Chiou; Jeng-Ren Duann; Ruey-Song Huang; Sheng-Fu Liang; Tzai-Wen Chiu; Tzyy-Ping Jung (Proc. IEEE, 2008)

Development of Wireless Brain Computer Interface With Embedded Multitask Scheduling and its Application on Real-Time Driver's Drowsiness Detection and Warning. - 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 (IEEE Trans. Biomed. Eng., 2008)

A Novel Two-Stage Impulse Noise Removal Technique Based on Neural Networks and Fuzzy Decision. - Sheng-Fu Liang; Shih-Mao Lu; Jyh-Yeong Chang; Chin-Teng Lin (IEEE Trans. Fuzzy Syst., 2008)

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

EEG-based absence seizure detection methods. - Sheng-Fu Liang; Wan-Lin Chang; Herming Chiueh (IJCNN, 2010)

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

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

A rule-based automatic sleep staging method. - Sheng-Fu Liang; Chih-En Kuo; Yu-Han Hu; Yu-Shian Cheng (EMBC, 2011)

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

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

Fast computation of sample entropy and approximate entropy in biomedicine. - Yu-Hsiang Pan; Yung-Hung Wang; Sheng-Fu Liang; Kuo-Tien Lee (Comput. Methods Programs Biomed., 2011)

A Versatile Wireless Portable Monitoring System for Brain-Behavior Approaches. - 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 (IEEE J. Emerg. Sel. Topics Circuits Syst., 2011)

The Implementation of a Low-Power Biomedical Signal Processor for Real-Time Epileptic Seizure Detection on Absence Animal Models. - Tsan-Jieh Chen; Herming Chiueh; Sheng-Fu Liang; Shun-Ting Chang; Chi Jeng; Yu-Cheng Hsu; Tzu-Chieh Chien (IEEE J. Emerg. Sel. Topics Circuits Syst., 2011)

A Portable Wireless Online Closed-Loop Seizure Controller in Freely Moving Rats. - C.-P. Young; Sheng-Fu Liang; D.-W. Chang; Y.-C. Liao; Fu-Zen Shaw; C.-H. Hsieh (IEEE Trans. Instrum. Meas., 2011)

Live demonstration: A portable closed-loop seizure controller in freely moving rats. - Sheng-Fu Liang; Fu-Zen Shaw; Da-Wei Chang; Chung-Ping Young; Yu-Lin Wang; Sih-Yen Wu (BioCAS, 2012)

Use of accelerometers to detect motor states in a seizure of rats with temporal lobe epilepsy. - Yu-Lin Wang; Sheng-Fu Liang; Fu-Zen Shaw; Alvin W. Y. Su; Yin-Lin Chen; Ssu-Yen Wu (BioCAS, 2012)

Design and Implementation of a Modularized Polysomnography System. - 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 (IEEE Trans. Instrum. Meas., 2012)

Automatic Stage Scoring of Single-Channel Sleep EEG by Using Multiscale Entropy and Autoregressive Models. - Sheng-Fu Liang; Chih-En Kuo; Yu-Han Hu; Yu-Hsiang Pan; Yung-Hung Wang (IEEE Trans. Instrum. Meas., 2012)

Detection of spontaneous temporal lobe epilepsy in rats by means of 1-axis accelerometor signal. - Yu-Lin Wang; Sheng-Fu Liang; Fu-Zen Shaw; Yu-Hsin Huang; Ssu-Yen Wu (ICICS, 2013)

An energy efficient real-time seizure detection method in rats with spontaneous temporal lobe epilepsy. - Yu-Lin Wang; Sheng-Fu Liang; Fu-Zen Shaw; Yu-Shin Huang; Yin-Lin Chen (CCMB, 2013)

Concurrent wireless physiological signal monitoring system for multiple freely moving rats. - Hai-Yin Teng; You-De Liu; Da-Wei Chang; Chung-Ping Young; Sheng-Fu Liang; Fu-Zen Shaw (I2MTC, 2013)

A fully integrated 8-channel closed-loop neural-prosthetic SoC for real-time epileptic seizure control. - Wei-Ming Chen; Herming Chiueh; Tsan-Jieh Chen; Chia-Lun Ho; Chi Jeng; Shun-Ting Chang; Ming-Dou Ker; Chun-Yu Lin 001; Ya-Chun Huang; Chia-Wei Chou; Tsun-Yuan Fan; Ming-Seng Cheng; et al. (ISSCC, 2013)

Estimation and Prediction of Drug Therapy on the Termination of Atrial Fibrillation by Autoregressive Model With Exogenous Inputs. - Chih-En Kuo; Sheng-Fu Liang; Shao-Sheng Lu; Tang-Ching Kuan; Chih-Sheng Lin (IEEE J. Biomed. Health Informatics, 2013)

Application of Genetic Algorithm and Fuzzy Vector Quantization on EEG-based automatic sleep staging by using Hidden Markov Model. - Sheng-Fu Liang; Ching-Fa Chen; Jian-Hong Zeng; Shing-Tai Pan (ICMLC, 2014)

An EOG-based Sleep Monitoring System and Its Application on On-line Sleep-stage Sensitive Light Control. - Chih-En Kuo; Sheng-Fu Liang; Yi-Chieh Li; Fu-Yin Cherng; Wen-Chieh Lin; Peng-Yu Chen; Yen-Chen Liu; Fu-Zen Shaw (PhyCS, 2014)

An EOG-Based Automatic Sleep Scoring System and Its Related Application in Sleep Environmental Control. - Chih-En Kuo; Sheng-Fu Liang; Yi-Chieh Lee; Fu-Yin Cherng; Wen-Chieh Lin; Peng-Yu Chen; Yen-Chen Liu; Fu-Zen Shaw (PhyCS (Selected Papers), 2014)

A Fully Integrated 8-Channel Closed-Loop Neural-Prosthetic CMOS SoC for Real-Time Epileptic Seizure Control. - Wei-Ming Chen; Herming Chiueh; Tsan-Jieh Chen; Chia-Lun Ho; Chi Jeng; Ming-Dou Ker; Chun-Yu Lin 001; Ya-Chun Huang; Chia-Wei Chou; Tsun-Yuan Fan; Ming-Seng Cheng; Yue-Loong Hsin; et al. (IEEE J. Solid State Circuits, 2014)

Musical perception scaling of AEPs from musicians, schizophrenia and normal people. - Tsung-Hao Hsieh; Ming-Jian Sun; Sheng-Fu Liang (TAAI, 2015)

Development of an EOG-Based Automatic Sleep-Monitoring Eye Mask. - Sheng-Fu Liang; Chih-En Kuo; Yi-Chieh Lee; Wen-Chieh Lin; Yen-Chen Liu; Peng-Yu Chen; Fu-Yin Cherng; Fu-Zen Shaw (IEEE Trans. Instrum. Meas., 2015)

Combination of Expert Knowledge and a Genetic Fuzzy Inference System for Automatic Sleep Staging. - Sheng-Fu Liang; Chih-En Kuo; Fu-Zen Shaw; Ying-Huang Chen; Chia-Hu Hsu; Jyun-Yu Chen (IEEE Trans. Biomed. Eng., 2016)

Design considerations and clinical applications of closed-loop neural disorder control SoCs. - 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 (ASP-DAC, 2017)

Development and Evaluation of a Wearable Device for Sleep Quality Assessment. - Chih-En Kuo; Yi-Che Liu; Da-Wei Chang; Chung-Ping Young; Fu-Zen Shaw; Sheng-Fu Liang (IEEE Trans. Biomed. Eng., 2017)

Using Eye Movement Data and Visit Contexts to Understand the Experience of Museum Visitors. - Yuan-Chi Tseng; An-Hou Tang; Yu-Hsuan Shih; Sheng-Fu Liang (CHI Extended Abstracts, 2018)

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. - 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; et al. (IEEE J. Solid State Circuits, 2018)

Spike densities of the amygdala and neocortex reflect progression of kindled motor seizures. - Yu-Lin Wang; Sheng-Fu Liang; Alvin W. Y. Su; Fu-Zen Shaw (Medical Biol. Eng. Comput., 2018)

Eye-tracking as a Measure of Table Tennis Expert-Novice Differences in Theory of Mind. - Ting-Hsuan Chang; Fu-Zen Shaw; Sheng-Fu Liang; Hung-Ta Chiu; Jon-Fan Hu; Wei-En Chang (CogSci, 2019)

Application of Brain-Computer Interface and Virtual Reality in Advancing Cultural Experience. - 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 (VCIP, 2020)

A Method for Napping Time Recommendation Using Electrical Brain Activity. - Sheng-Fu Liang; Yu-Hsuan Shih; Yu-Han Hu; Chih-En Kuo (IEEE Trans. Cogn. Dev. Syst., 2020)

A Low-Cost Implementation of Sample Entropy in Wearable Embedded Systems: An Example of Online Analysis for Sleep EEG. - Yung-Hung Wang; I-Yu Chen; Herming Chiueh; Sheng-Fu Liang (IEEE Trans. Instrum. Meas., 2021)

A Human-Computer Collaborative Sleep Scoring System for Clinical Needs. - Ying-Siou Liao; Cheng-Yu Lin; Sheng-Fu Liang; Yi-Hsiang Lee; Wen-Kuei Lin (iCAST, 2023)

Probing the neural dynamics of musicians' and non-musicians' consonant/dissonant perception: Joint analyses of electrical encephalogram (EEG) and functional magnetic resonance imaging (fMRI). - Han Shin Jo; Tsung-Hao Hsieh; Wei-Che Chien; Fu-Zen Shaw; Sheng-Fu Liang; Chun-Chia Kung (NeuroImage, 2024)

Software Implementation of Real-Time EMD-Based Algorithm in Embedded Microprocessors for Wearable Devices. - Yung-Hung Wang; Sheng-Fu Liang; Terry B. J. Kuo; Yu-Chuan Lin (IEEE Trans. Instrum. Meas., 2024)

Design of a Drivable Area Segmentation Network Using a Field Programmable Gate Array Based on Light Detection and Ranging. - Xue-Qian Lin; Jyun-Yu Jhang; Cheng-Jian Lin; Sheng-Fu Liang (IEEE Access, 2025)

Pretraining Large Brain Language Model for Active BCI: Silent Speech. - Jinzhao Zhou; Zehong Cao; Yiqun Duan; Connor Barkley; Daniel Leong; Xiaowei Jiang; Quoc-Toan Nguyen; Ziyi Zhao; Thomas Do; Yu-Cheng Chang; Sheng-Fu Liang; Chin-Teng Lin (CoRR, 2025)

A Hybrid Artificial Intelligence System for Automated EEG Background Analysis and Report Generation. - Chin-Sung Tung; Sheng-Fu Liang; Shu-Feng Chang; Chung-Ping Young (IEEE J. Biomed. Health Informatics, 2025)