Sheng-Fu Liang

2021

A Low-Cost Implementation of Sample Entropy in Wearable Embedded Systems: An Example of Online Analysis for Sleep EEG

Wang, Y. H., Chen, I. Y., Chiueh, H. & Liang, S. F., 2021, 於: IEEE Transactions on Instrumentation and Measurement. 70, 9312616.

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11 引文斯高帕斯（Scopus）

Home-Use and Real-Time Sleep-Staging System Based on Eye Masks and Mobile Devices with a Deep Learning Model

Hsieh, T. H., Liu, M. H., Kuo, C. E., Wang, Y. H. & Liang, S. F., 2021 10月, 於: Journal of Medical and Biological Engineering. 41, 5, p. 659-668 10 p.

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1 引文斯高帕斯（Scopus）

2020

A Method for Napping Time Recommendation Using Electrical Brain Activity

Liang, S. F., Shih, Y. H., Hu, Y. H. & Kuo, C. E., 2020 9月, 於: IEEE Transactions on Cognitive and Developmental Systems. 12, 3, p. 645-657 13 p., 9082002.

研究成果: Article › 同行評審

2 引文斯高帕斯（Scopus）

2019

Development of a human-computer collaborative sleep scoring system for polysomnography recordings

Liang, S. F., Shih, Y. H., Chen, P. Y. & Kuo, C. E., 2019 7月 1, 於: PloS one. 14, 7, e0218948.

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10 引文斯高帕斯（Scopus）

Development of a rule-based automatic five-sleep-stage scoring method for rats

Wei, T. Y., Young, C. P., Liu, Y. T., Xu, J. H., Liang, S. F., Shaw, F. Z. & Kuo, C. E., 2019 9月 4, 於: Biomedical engineering online. 18, 1, 92.

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5 引文斯高帕斯（Scopus）

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, C. H., Tsai, P. Y., Yang, T. Y., Cheng, W. H., Yen, T. Y., Luo, Z., Qian, X. H., Chen, Z. X., Lin, T. H., Chen, W. H., Chen, W. M., Liang, S. F., Shaw, F. Z., Chang, C. S., Hsin, Y. L., Lee, C. Y., Ker, M. D. & Wu, C. Y., 2018 11月, 於: IEEE Journal of Solid-State Circuits. 53, 11, p. 3314-3326 13 p., 8463542.

研究成果: Article › 同行評審

62 引文斯高帕斯（Scopus）

Spike densities of the amygdala and neocortex reflect progression of kindled motor seizures

Wang, Y. L., Liang, S. F., Su, A. W. Y. & Shaw, F. Z., 2018 1月 1, 於: Medical and Biological Engineering and Computing. 56, 1, p. 99-112 14 p.

研究成果: Article › 同行評審

2017

Development and Evaluation of a Wearable Device for Sleep Quality Assessment

Kuo, C. E., Liu, Y. C., Chang, D. W., Young, C. P., Shaw, F. Z. & Liang, S. F., 2017 7月, 於: IEEE Transactions on Biomedical Engineering. 64, 7, p. 1547-1557 11 p., 7575654.

研究成果: Article › 同行評審

36 引文斯高帕斯（Scopus）

Portable wireless neurofeedback system of EEG alpha rhythm enhances memory

Wei, T. Y., Chang, D. W., Liu, Y. D., Liu, C. W., Young, C. P., Liang, S. F. & Shaw, F. Z., 2017 11月 13, 於: Biomedical engineering online. 16, 1, 128.

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21 引文斯高帕斯（Scopus）

2016

Combination of expert knowledge and a genetic fuzzy inference system for automatic sleep staging

Liang, S. F., Kuo, C. E., Shaw, F. Z., Chen, Y. H., Hsu, C. H. & Chen, J. Y., 2016 10月, 於: IEEE Transactions on Biomedical Engineering. 63, 10, p. 2108-2118 11 p., 7360911.

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19 引文斯高帕斯（Scopus）

Epileptic Pattern Recognition and Discovery of the Local Field Potential in Amygdala Kindling Process

Wang, Y. L., Chen, Y. L., Su, A. W. Y., Shaw, F. Z. & Liang, S. F., 2016 3月, 於: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 24, 3, p. 374-385 12 p., 7378295.

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6 引文斯高帕斯（Scopus）

Rapid amygdala kindling causes motor seizure and comorbidity of anxiety- and depression-like behaviors in rats

Chen, S. D., Wang, Y. L., Liang, S. F. & Shaw, F. Z., 2016 6月 22, 於: Frontiers in Behavioral Neuroscience. 10, Jun, 129.

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27 引文斯高帕斯（Scopus）

2015

Development of an EOG-Based Automatic Sleep-Monitoring Eye Mask

Liang, S. F., Kuo, C. E., Lee, Y. C., Lin, W. C., Liu, Y. C., Chen, P. Y., Cherng, F. Y. & Shaw, F. Z., 2015 11月, 於: IEEE Transactions on Instrumentation and Measurement. 64, 11, p. 2977-2985 9 p., 7115946.

研究成果: Article › 同行評審

56 引文斯高帕斯（Scopus）

Using off-the-shelf lossy compression for wireless home sleep staging

Lan, K. C., Chang, D. W., Kuo, C. E., Wei, M. Z., Li, Y. H., Shaw, F. Z. & Liang, S. F., 2015 5月 5, 於: Journal of Neuroscience Methods. 246, p. 142-152 11 p.

研究成果: Article › 同行評審

14 引文斯高帕斯（Scopus）

2014

A fully integrated 8-channel closed-loop neural-prosthetic cmos soc for real-time epileptic seizure control

Chen, W. M., Chiueh, H., Chen, T. J., Ho, C. L., Jeng, C., Ker, M. D., Lin, C. Y., Huang, Y. C., Chou, C. W., Fan, T. Y., Cheng, M. S., Hsin, Y. L., Liang, S. F., Wang, Y. L., Shaw, F. Z., Huang, Y. H., Yang, C. H. & Wu, C. Y., 2014 1月, 於: IEEE Journal of Solid-State Circuits. 49, 1, p. 232-247 16 p., 6637111.

研究成果: Article › 同行評審

173 引文斯高帕斯（Scopus）

An EOG-based automatic sleep scoring system and its related application in sleep environmental control

Kuo, C. E., Liang, S. F., Lee, Y. C., Cherng, F. Y., Lin, W. C., Chen, P. Y., Liu, Y. C. & Shaw, F. Z., 2014, 於: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8908, p. 71-88 18 p.

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9 引文斯高帕斯（Scopus）

Musicians and non-musicians' different reliance of features in consonance perception: A behavioral and ERP study

Kung, C. C., Hsieh, T. H., Liou, J. Y., Lin, K. J., Shaw, F. Z. & Liang, S. F., 2014 5月, 於: Clinical Neurophysiology. 125, 5, p. 971-978 8 p.

研究成果: Article › 同行評審

11 引文斯高帕斯（Scopus）

2013

A hierarchical approach for online temporal lobe seizure detection in long-term intracranial EEG recordings

Liang, S. F., Chen, Y. C., Wang, Y. L., Chen, P. T., Yang, C. H. & Chiueh, H., 2013 8月, 於: Journal of Neural Engineering. 10, 4, 045004.

研究成果: Article › 同行評審

34 引文斯高帕斯（Scopus）

Estimation and prediction of drug therapy on the termination of atrial fibrillation by autoregressive model with exogenous inputs

Kuo, C. E., Liang, S. F., Lu, S. S., Kuan, T. C. & Lin, C. S., 2013, 於: IEEE Journal of Biomedical and Health Informatics. 17, 1, p. 153-161 9 p.

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1 引文斯高帕斯（Scopus）

Functional abnormalities in the cortical processing of sound complexity and musical consonance in schizophrenia: Evidence from an evoked potential study

Wu, K. Y., Chao, C. W., Hung, C. I., Chen, W. H., Chen, Y. T. & Liang, S. F., 2013 5月 30, 於: BMC Psychiatry. 13, 158.

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11 引文斯高帕斯（Scopus）

2012

A rule-based automatic sleep staging method

Liang, S. F., Kuo, C. E., Hu, Y. H. & Cheng, Y. S., 2012 3月 30, 於: Journal of Neuroscience Methods. 205, 1, p. 169-176 8 p.

研究成果: Article › 同行評審

102 引文斯高帕斯（Scopus）

A transition-constrained discrete hidden Markov model for automatic sleep staging

Pan, S. T., Kuo, C. E., Zeng, J. H. & Liang, S. F., 2012 8月 21, 於: Biomedical engineering online. 11, 52.

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65 引文斯高帕斯（Scopus）

Automatic stage scoring of single-channel sleep EEG by using multiscale entropy and autoregressive models

Liang, S. F., Kuo, C. E., Hu, Y. H., Pan, Y. H. & Wang, Y. H., 2012, 於: IEEE Transactions on Instrumentation and Measurement. 61, 6, p. 1649-1657 9 p., 6165354.

研究成果: Article › 同行評審

237 引文斯高帕斯（Scopus）

Design and implementation of a modularized polysomnography system

Chang, D. W., Liu, Y. D., Young, C. P., Chen, J. J., Chen, Y. H., Chen, C. Y., Hsu, Y. C., Shaw, F. Z. & Liang, S. F., 2012, 於: IEEE Transactions on Instrumentation and Measurement. 61, 7, p. 1933-1944 12 p., 6151141.

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19 引文斯高帕斯（Scopus）

2011

A portable wireless online closed-loop seizure controller in freely moving rats

Young, C. P., Liang, S. F., Chang, D. W., Liao, Y. C., Shaw, F. Z. & Hsieh, C. H., 2011 2月, 於: IEEE Transactions on Instrumentation and Measurement. 60, 2, p. 513-521 9 p., 5499016.

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52 引文斯高帕斯（Scopus）

A versatile wireless portable monitoring system for brain-behavior approaches

Chang, D. W., Liang, S. F., Young, C. P., Shaw, F. Z., Su, A. W. Y., Liu, Y. D., Wang, Y. L., Liu, Y. C., Chen, J. J. & Chen, C. Y., 2011 12月, 於: IEEE Journal on Emerging and Selected Topics in Circuits and Systems. 1, 4, p. 440-450 11 p., 6129414.

研究成果: Article › 同行評審

15 引文斯高帕斯（Scopus）

Closed-loop seizure control on epileptic rat models

Liang, S. F., Liao, Y. C., Shaw, F. Z., Chang, D. W., Young, C. P. & Chiueh, H., 2011 8月, 於: Journal of Neural Engineering. 8, 4, 045001.

研究成果: Article › 同行評審

30 引文斯高帕斯（Scopus）

Fast computation of sample entropy and approximate entropy in biomedicine

Pan, Y. H., Wang, Y. H., Liang, S. F. & Lee, K. T., 2011 12月, 於: Computer Methods and Programs in Biomedicine. 104, 3, p. 382-396 15 p.

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51 引文斯高帕斯（Scopus）

The implementation of a low-power biomedical signal processor for real-time epileptic seizure detection on absence animal models

Chen, T. J., Chiueh, H., Liang, S. F., Chang, S. T., Jeng, C., Hsu, Y. C. & Chien, T. C., 2011 12月, 於: IEEE Journal on Emerging and Selected Topics in Circuits and Systems. 1, 4, p. 613-621 9 p., 6081950.

研究成果: Article › 同行評審

28 引文斯高帕斯（Scopus）

2010

A closed-loop brain computer interface for real-time seizure detection and control.

Liang, S. F., Shaw, F. Z., Young, C. P., Chang, D. W. & Liao, Y. C., 2010, 於: Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference. p. 4950-4953 4 p.

研究成果: Article › 同行評審

Combination of EEG complexity and spectral analysis for epilepsy diagnosis and seizure detection

Liang, S. F., Wang, H. C. & Chang, W. L., 2010, 於: Eurasip Journal on Advances in Signal Processing. 2010, 853434.

研究成果: Article › 同行評審

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158 引文斯高帕斯（Scopus）

Image enlargement by applying coordinate rotation and kernel stretching to interpolation kernels

Liang, S. F., Chen, H. M. & Liu, Y. C., 2010, 於: Eurasip Journal on Advances in Signal Processing. 2010, 576831.

研究成果: Article › 同行評審

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2009

A novel application of the S-transform in removing powerline interference from biomedical signals

Huang, C. C., Liang, S. F., Young, M. S. & Shaw, F. Z., 2009, 於: Physiological Measurement. 30, 1, p. 13-27 15 p.

研究成果: Article › 同行評審

21 引文斯高帕斯（Scopus）

2008

A novel two-stage impulse noise removal technique based on neural networks and fuzzy decision

Liang, S. F., Lu, S. M., Chang, J. Y. & Lin, C. T., 2008, 於: IEEE Transactions on Fuzzy Systems. 16, 4, p. 863-873 11 p.

研究成果: Article › 同行評審

47 引文斯高帕斯（Scopus）

Automated recognition system to classify subcellular protein localizations in images of different cell lines acquired by different imaging systems

Tsai, Y. S., Chung, I. F., Simpson, J. C., Lee, M. I., Hsiung, C. C., Chiu, T. Y., Kao, L. S., Chiu, T. C., Lin, C. T., Lin, W. C., Liang, S. F. & Lin, C. C., 2008 4月, 於: Microscopy Research and Technique. 71, 4, p. 305-314 10 p.

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3 引文斯高帕斯（Scopus）

Development of wireless brain computer interface with embedded multitask scheduling and its application on real-time driver's drowsiness detection and warning

Lin, C. T., Chen, Y. C., Huang, T. Y., Chiu, T. T., Ko, L. W., Liang, S. F., Hsieh, H. Y., Hsu, S. H. & Duann, J. R., 2008 5月, 於: IEEE Transactions on Biomedical Engineering. 55, 5, p. 1582-1591 10 p.

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158 引文斯高帕斯（Scopus）

EEG-based subject- and session-independent drowsiness detection: An unsupervised approach

Lin, C. T., Pal, N. R., Chuang, C. Y., Ko, L. W., Chao, C. F., Jung, T. P. & Liang, S. F., 2008, 於: Eurasip Journal on Advances in Signal Processing. 2008, 519480.

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79 引文斯高帕斯（Scopus）

Noninvasive Neural Prostheses Using Mobile and Wireless EEG

Lin, C. T., Ko, L. W., Chiou, J. C., Duann, J. R., Jung, T. P., Huang, R. S., Liang, S. F., Chiu, T. W. & Chiu, T. W., 2008 7月, 於: Proceedings of the IEEE. 96, 7, p. 1167-1183 17 p.

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144 引文斯高帕斯（Scopus）

Nonparametric single-trial EEG feature extraction and classification of driver's cognitive responses

Chung, I. F., Lin, C. T., Lin, K. L., Ko, L. W., Liang, S. F. & Kuo, B. C., 2008, 於: Eurasip Journal on Advances in Signal Processing. 2008, 849040.

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26 引文斯高帕斯（Scopus）

2007

An HVS-directed neural-network-based image resolution enhancement scheme for image resizing

Lin, C. T., Fan, K. W., Pu, H. C., Lu, S. M. & Liang, S. F., 2007 8月, 於: IEEE Transactions on Fuzzy Systems. 15, 4, p. 605-615 11 p.

研究成果: Article › 同行評審

20 引文斯高帕斯（Scopus）

A robust in-car digital image stabilization technique

Hsu, S. C., Liang, S. F., Fan, K. W. & Lin, C. T., 2007 3月, 於: IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews. 37, 2, p. 234-247 14 p.

研究成果: Article › 同行評審

36 引文斯高帕斯（Scopus）

EEG-based assessment of driver cognitive responses in a dynamic virtual-reality driving environment

Lin, C. T., Chung, I. F., Ko, L. W., Chen, Y. C., Liang, S. F. & Duann, J. R., 2007 7月, 於: IEEE Transactions on Biomedical Engineering. 54, 7, p. 1349-1352 4 p.

研究成果: Article › 同行評審

84 引文斯高帕斯（Scopus）

EEG effects of motion sickness induced in a dynamic virtual reality environment.

Lin, C. T., Chuang, S. W., Chen, Y. C., Ko, L. W., Liang, S. F. & Jung, T. P., 2007, 於: Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference. p. 3872-3875 4 p.

研究成果: Article › 同行評審

2006

Adaptive EEG-based alertness estimation system by using ICA-based fuzzy neural networks

Lin, C. T., Ko, L. W., Chung, I. F., Huang, T. Y., Chen, Y. C., Jung, T. P. & Liang, S. F., 2006 11月, 於: IEEE Transactions on Circuits and Systems I: Regular Papers. 53, 11, p. 2469-2476 8 p.

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131 引文斯高帕斯（Scopus）

A HVS-directed neural-network-based approach for salt-pepper impulse noise removal

Lu, S. M., Liang, S-F. & Lin, C. T., 2006 7月, 於: Journal of Information Science and Engineering. 22, 4, p. 925-939 15 p.

研究成果: Article › 同行評審

3 引文斯高帕斯（Scopus）

Support-vector-based fuzzy neural network for pattern classification

Lin, C. T., Yeh, C. M., Liang, S. F., Chung, J. F. & Kumar, N., 2006 2月, 於: IEEE Transactions on Fuzzy Systems. 14, 1, p. 31-41 11 p.

研究成果: Article › 同行評審

178 引文斯高帕斯（Scopus）

2005

A 3-D surface reconstruction approach based on postnonlinear ICA model

Lin, C. T., Cheng, W. C. & Liang, S. F., 2005 11月, 於: IEEE Transactions on Neural Networks. 16, 6, p. 1638-1650 13 p.

研究成果: Article › 同行評審

6 引文斯高帕斯（Scopus）

An on-line ICA-mixture-model-based self-constructing fuzzy neural network

Lin, C. T., Cheng, W. C. & Liang, S. F., 2005 1月, 於: IEEE Transactions on Circuits and Systems I: Regular Papers. 52, 1, p. 207-221 15 p.

研究成果: Article › 同行評審

49 引文斯高帕斯（Scopus）

A robust digital image stabilization technique based on inverse triangle method and background detection

Hsu, S. C., Liang, S. F. & Lin, C. T., 2005 5月, 於: IEEE Transactions on Consumer Electronics. 51, 2, p. 335-345 11 p.

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59 引文斯高帕斯（Scopus）

EEG-based drowsiness estimation for safety driving using independent component analysis

Lin, C. T., Wu, R. C., Liang, S. F., Chao, W. H., Chen, Y. J. & Jung, T. P., 2005 12月, 於: IEEE Transactions on Circuits and Systems I: Regular Papers. 52, 12, p. 2726-2738 13 p.

研究成果: Article › 同行評審

371 引文斯高帕斯（Scopus）

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