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Sheng-Hsiou Hsu

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2020 – today

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2022
[j4]
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  - journals/neuroimage/HsuLOJM22
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Sheng-Hsiou Hsu, Yayu Lin, Julie Onton, Tzyy-Ping Jung, Scott Makeig:
Unsupervised learning of brain state dynamics during emotion imagination using high-density EEG. NeuroImage 249: 118873 (2022)
[c13]
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Yayu Lin, I-Wei Shu, Sheng-Hsiou Hsu, Jaime A. Pineda, Eric L. Granholm, Fiza Singh:
Novel EEG-Based Neurofeedback System Targeting Frontal Gamma Activity of Schizophrenia Patients to Improve Working Memory. EMBC 2022: 4031-4035
2020
[j3]
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  - journals/tbe/ChangHPJ20
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Chi-Yuan Chang, Sheng-Hsiou Hsu, Luca Pion-Tonachini, Tzyy-Ping Jung:
Evaluation of Artifact Subspace Reconstruction for Automatic Artifact Components Removal in Multi-Channel EEG Recordings. IEEE Trans. Biomed. Eng. 67(4): 1114-1121 (2020)
[c12]
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  - conf/smc/RanHJ20
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Shihan Ran, Sheng-Hsiou Hsu, Tzyy-Ping Jung:
Examining the Relationship between EEG Dynamics and Emotion Ratings during Video Watching using Adaptive Mixture Independent Component Analysis. SMC 2020: 1491-1497

2010 – 2019

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2019
[j2]
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  - journals/nn/WenJHZLCLYW19
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Dong Wen, Peilei Jia, Sheng-Hsiou Hsu, Yanhong Zhou, Xifa Lan, Dong Cui, Guolin Li, Shimin Yin, Lei Wang:
Estimating coupling strength between multivariate neural series with multivariate permutation conditional mutual information. Neural Networks 110: 159-169 (2019)
2018
[b1]
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Sheng-Hsiou Hsu:
Tracking the Dynamic Brain: Modeling Nonstationarity in Human Electroencephalography. University of California, San Diego, USA, 2018
[j1]
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  - journals/neuroimage/HsuPPMMJ18
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Sheng-Hsiou Hsu, Luca Pion-Tonachini, Jason A. Palmer, Makoto Miyakoshi, Scott Makeig, Tzyy-Ping Jung:
Modeling brain dynamic state changes with adaptive mixture independent component analysis. NeuroImage 183: 47-61 (2018)
[c11]
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  - conf/biocas/BuccinoHC18
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Alessio Paolo Buccino, Sheng-Hsiou Hsu, Gert Cauwenberghs:
Real- Time Spike Sorting for Multi-Electrode Arrays with Online Independent Component Analysis. BioCAS 2018: 1-4
[c10]
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Sheng-Hsiou Hsu, Yihan Zi, Ying Choon Wu, Paula Marie Jackson, Tzyy-Ping Jung:
Exploring Mental State Changes during Hypnotherapy using Adaptive Mixture Independent Component Analysis of EEG. BioCAS 2018: 1-4
[c9]
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  - conf/embc/Pion-TonachiniH18
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Luca Pion-Tonachini, Sheng-Hsiou Hsu, Chi-Yuan Chang, Tzyy-Ping Jung, Scott Makeig:
Online Automatic Artifact Rejection using the Real-time EEG Source-mapping Toolbox (REST). EMBC 2018: 106-109
[c8]
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  - conf/embc/ChangHPJ18
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Chi-Yuan Chang, Sheng-Hsiou Hsu, Luca Pion-Tonachini, Tzyy-Ping Jung:
Evaluation of Artifact Subspace Reconstruction for Automatic EEG Artifact Removal. EMBC 2018: 1242-1245
2017
[c7]
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  - conf/embc/NakanishiWHWJ17
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Masaki Nakanishi, Yijun Wang, Sheng-Hsiou Hsu, Yu-Te Wang, Tzyy-Ping Jung:
Independent component analysis-based spatial filtering improves template-based SSVEP detection. EMBC 2017: 3620-3623
2016
[c6]
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  - conf/hci/HsuJ16
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Sheng-Hsiou Hsu, Tzyy-Ping Jung:
Modeling and Tracking Brain Nonstationarity in a Sustained Attention Task. HCI (13) 2016: 209-217
2015
[c5]
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  - conf/embc/HsuPJC15
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Sheng-Hsiou Hsu, Luca Pion-Tonachini, Tzyy-Ping Jung, Gert Cauwenberghs:
Tracking non-stationary EEG sources using adaptive online recursive independent component analysis. EMBC 2015: 4106-4109
[c4]
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  - conf/embc/Pion-TonachiniH15
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Luca Pion-Tonachini, Sheng-Hsiou Hsu, Scott Makeig, Tzyy-Ping Jung, Gert Cauwenberghs:
Real-time EEG Source-mapping Toolbox (REST): Online ICA and source localization. EMBC 2015: 4114-4117
[c3]
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  - conf/hci/LinHJ15
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Yuan-Pin Lin, Sheng-Hsiou Hsu, Tzyy-Ping Jung:
Exploring Day-to-Day Variability in the Relations Between Emotion and EEG Signals. HCI (15) 2015: 461-469
[c2]
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  - conf/ner/HsuMJC15
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Sheng-Hsiou Hsu, Tim R. Mullen, Tzyy-Ping Jung, Gert Cauwenberghs:
Validating online recursive independent component analysis on EEG data. NER 2015: 918-921
2014
[c1]
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  - conf/embc/HsuMJC14
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Sheng-Hsiou Hsu, Tim R. Mullen, Tzyy-Ping Jung, Gert Cauwenberghs:
Online recursive independent component analysis for real-time source separation of high-density EEG. EMBC 2014: 3845-3848

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