Sheng-Fu Liang

According to our database1, Sheng-Fu Liang authored at least 74 papers between 1999 and 2021.

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Bibliography

2021
A Low-Cost Implementation of Sample Entropy in Wearable Embedded Systems: An Example of Online Analysis for Sleep EEG.
IEEE Trans. Instrum. Meas., 2021

2020
A Method for Napping Time Recommendation Using Electrical Brain Activity.
IEEE Trans. Cogn. Dev. Syst., 2020

Application of Brain-Computer Interface and Virtual Reality in Advancing Cultural Experience.
Proceedings of the 2020 IEEE International Conference on Visual Communications and Image Processing, 2020

2019
Eye-tracking as a Measure of Table Tennis Expert-Novice Differences in Theory of Mind.
Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

2018
Spike densities of the amygdala and neocortex reflect progression of kindled motor seizures.
Medical Biol. Eng. Comput., 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.
IEEE J. Solid State Circuits, 2018

Using Eye Movement Data and Visit Contexts to Understand the Experience of Museum Visitors.
Proceedings of the Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

2017
Development and Evaluation of a Wearable Device for Sleep Quality Assessment.
IEEE Trans. Biomed. Eng., 2017

Design considerations and clinical applications of closed-loop neural disorder control SoCs.
Proceedings of the 22nd Asia and South Pacific Design Automation Conference, 2017

2016
Combination of Expert Knowledge and a Genetic Fuzzy Inference System for Automatic Sleep Staging.
IEEE Trans. Biomed. Eng., 2016

2015
Development of an EOG-Based Automatic Sleep-Monitoring Eye Mask.
IEEE Trans. Instrum. Meas., 2015

Musical perception scaling of AEPs from musicians, schizophrenia and normal people.
Proceedings of the Conference on Technologies and Applications of Artificial Intelligence, 2015

2014
A Fully Integrated 8-Channel Closed-Loop Neural-Prosthetic CMOS SoC for Real-Time Epileptic Seizure Control.
IEEE J. Solid State Circuits, 2014

An EOG-Based Automatic Sleep Scoring System and Its Related Application in Sleep Environmental Control.
Proceedings of the Physiological Computing Systems, 2014

An EOG-based Sleep Monitoring System and Its Application on On-line Sleep-stage Sensitive Light Control.
Proceedings of the PhyCS 2014, 2014

Application of Genetic Algorithm and Fuzzy Vector Quantization on EEG-based automatic sleep staging by using Hidden Markov Model.
Proceedings of the 2014 International Conference on Machine Learning and Cybernetics, 2014

2013
Estimation and Prediction of Drug Therapy on the Termination of Atrial Fibrillation by Autoregressive Model With Exogenous Inputs.
IEEE J. Biomed. Health Informatics, 2013

A fully integrated 8-channel closed-loop neural-prosthetic SoC for real-time epileptic seizure control.
Proceedings of the 2013 IEEE International Solid-State Circuits Conference, 2013

Concurrent wireless physiological signal monitoring system for multiple freely moving rats.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2013

An energy efficient real-time seizure detection method in rats with spontaneous temporal lobe epilepsy.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence, 2013

Detection of spontaneous temporal lobe epilepsy in rats by means of 1-axis accelerometor signal.
Proceedings of the 9th International Conference on Information, 2013

2012
Automatic Stage Scoring of Single-Channel Sleep EEG by Using Multiscale Entropy and Autoregressive Models.
IEEE Trans. Instrum. Meas., 2012

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

Use of accelerometers to detect motor states in a seizure of rats with temporal lobe epilepsy.
Proceedings of the 2012 IEEE Biomedical Circuits and Systems Conference, 2012

Live demonstration: A portable closed-loop seizure controller in freely moving rats.
Proceedings of the 2012 IEEE Biomedical Circuits and Systems Conference, 2012

2011
A Portable Wireless Online Closed-Loop Seizure Controller in Freely Moving Rats.
IEEE Trans. Instrum. Meas., 2011

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., 2011

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

Fast computation of sample entropy and approximate entropy in biomedicine.
Comput. Methods Programs Biomed., 2011

Apply fuzzy vector quantization to improve the observation-based Discrete Hidden Markov Model - An example on electroencephalogram (EEG) signal recognition.
Proceedings of the FUZZ-IEEE 2011, 2011

A fuzzy inference system for sleep staging.
Proceedings of the FUZZ-IEEE 2011, 2011

A rule-based automatic sleep staging method.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Combination of EEG Complexity and Spectral Analysis for Epilepsy Diagnosis and Seizure Detection.
EURASIP J. Adv. Signal Process., 2010

Image Enlargement by Applying Coordinate Rotation and Kernel Stretching to Interpolation Kernels.
EURASIP J. Adv. Signal Process., 2010

EEG-based absence seizure detection methods.
Proceedings of the International Joint Conference on Neural Networks, 2010

2009
Assessment of musical training induced neuroplasticity by auditory event related potentials and neural networks.
Proceedings of the International Joint Conference on Neural Networks, 2009

2008
A Novel Two-Stage Impulse Noise Removal Technique Based on Neural Networks and Fuzzy Decision.
IEEE Trans. Fuzzy Syst., 2008

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., 2008

Noninvasive Neural Prostheses Using Mobile and Wireless EEG.
Proc. IEEE, 2008

EEG-Based Subject- and Session-independent Drowsiness Detection: An Unsupervised Approach.
EURASIP J. Adv. Signal Process., 2008

Nonparametric Single-Trial EEG Feature Extraction and Classification of Driver's Cognitive Responses.
EURASIP J. Adv. Signal Process., 2008

Distraction-related EEG dynamics in virtual reality driving simulation.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

An EEG-based subject- and session-independent drowsiness detection.
Proceedings of the International Joint Conference on Neural Networks, 2008

2007
A Robust In-Car Digital Image Stabilization Technique.
IEEE Trans. Syst. Man Cybern. Part C, 2007

An HVS-Directed Neural-Network-Based Image Resolution Enhancement Scheme for Image Resizing.
IEEE Trans. Fuzzy Syst., 2007

EEG-Based Assessment of Driver Cognitive Responses in a Dynamic Virtual-Reality Driving Environment.
IEEE Trans. Biomed. Eng., 2007

Classification of Driver's Cognitive Responses Using Nonparametric Single-trial EEG Analysis.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007

EEG Activities of Dynamic Stimulation in VR Driving Motion Simulator.
Proceedings of the Engineering Psychology and Cognitive Ergonomics, 2007

Development of a Wireless Embedded Brain - Computer Interface and Its Application on Drowsiness Detection and Warning.
Proceedings of the Engineering Psychology and Cognitive Ergonomics, 2007

2006
Support-vector-based fuzzy neural network for pattern classification.
IEEE Trans. Fuzzy Syst., 2006

Adaptive EEG-Based Alertness Estimation System by Using ICA-Based Fuzzy Neural Networks.
IEEE Trans. Circuits Syst. I Regul. Pap., 2006

A HVS-Directed Neural-Network-Based Approach for Salt-Pepper Impulse Noise Removal.
J. Inf. Sci. Eng., 2006

Driving Style Classification by Analyzing EEG Responses to Unexpected Obstacle Dodging Tasks.
Proceedings of the IEEE International Conference on Systems, 2006

Development of a Real-Time Wireless Embedded Brain Signal Acquisition/Processing System and its Application on Driver's Drowsiness Estimation.
Proceedings of the IEEE International Conference on Systems, 2006

Driver's drowsiness estimation by combining EEG signal analysis and ICA-based fuzzy neural networks.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

2005
A 3-D surface reconstruction approach based on postnonlinear ICA model.
IEEE Trans. Neural Networks, 2005

Neural-network-based adaptive hybrid-reflectance model for 3-D surface reconstruction.
IEEE Trans. Neural Networks, 2005

A robust digital image stabilization technique based on inverse triangle method and background detection.
IEEE Trans. Consumer Electron., 2005

EEG-based drowsiness estimation for safety driving using independent component analysis.
IEEE Trans. Circuits Syst. I Regul. Pap., 2005

An on-line ICA-mixture-model-based self-constructing fuzzy neural network.
IEEE Trans. Circuits Syst. I Regul. Pap., 2005

Machine Learning with Automatic Feature Selection for Multi-class Protein Fold Classification.
J. Inf. Sci. Eng., 2005

Estimating Driving Performance Based on EEG Spectrum Analysis.
EURASIP J. Adv. Signal Process., 2005

Fuzzy neural network design using support vector regression for function approximation with outliers.
Proceedings of the IEEE International Conference on Systems, 2005

Adaptive feature extractions in an EEG-based alertness estimation system.
Proceedings of the IEEE International Conference on Systems, 2005

Assessment of driver's driving performance and alertness using EEG-based fuzzy neural networks.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

Classification of driver's cognitive responses from EEG analysis.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

2004
A novel prosodic-information synthesizer based on recurrent fuzzy neural network for the Chinese TTS system.
IEEE Trans. Syst. Man Cybern. Part B, 2004

Modeling and Analysis of Acoustic Musical Strings Using Kelly-Lochbaum Lattice Networks.
J. Inf. Sci. Eng., 2004

EEG-based fuzzy neural network estimator for driving performance.
Proceedings of the IEEE International Conference on Systems, 2004

2003
A novel neural-network-based image resolution enhancement.
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003

2002
A class of physical modeling recurrent networks for analysis/synthesis of plucked string instruments.
IEEE Trans. Neural Networks, 2002

2001
A new automatic IIR analysis/synthesis technique for plucked-string instruments.
IEEE Trans. Speech Audio Process., 2001

2000
Model-based synthesis of plucked string instruments by using a class of scattering recurrent networks.
IEEE Trans. Neural Networks Learn. Syst., 2000

1999
A new recurrent-network-based music synthesis method for Chinese plucked-string instruments - Pipa and Qin.
Proceedings of the International Joint Conference Neural Networks, 1999


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