Sheng-Hsiou Hsu

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 12

Top Topics

Unsupervised Learning

Source Separation

Top Venues

Publications

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 (2022)
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)
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)
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) (2020)
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 (2019)
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 (2018)
Chi-Yuan Chang, Sheng-Hsiou Hsu, Luca Pion-Tonachini, Tzyy-Ping Jung
Evaluation of Artifact Subspace Reconstruction for Automatic EEG Artifact Removal. EMBC (2018)
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)
Alessio Paolo Buccino, Sheng-Hsiou Hsu, Gert Cauwenberghs
Real- Time Spike Sorting for Multi-Electrode Arrays with Online Independent Component Analysis. BioCAS (2018)
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)
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)
Sheng-Hsiou Hsu, Tzyy-Ping Jung
Modeling and Tracking Brain Nonstationarity in a Sustained Attention Task. HCI (13) (2016)
Sheng-Hsiou Hsu, Tim R. Mullen, Tzyy-Ping Jung, Gert Cauwenberghs
Validating online recursive independent component analysis on EEG data. NER (2015)
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)
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)
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)
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)