Sheng-Hsiou Hsu

According to our database, Sheng-Hsiou Hsu authored at least 18 papers between 2014 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Unsupervised learning of brain state dynamics during emotion imagination using high-density EEG.

Sheng-Hsiou Hsu, Yayu Lin, Julie Onton, Tzyy-Ping Jung, Scott Makeig

NeuroImage, 2022

Novel EEG-Based Neurofeedback System Targeting Frontal Gamma Activity of Schizophrenia Patients to Improve Working Memory.

Yayu Lin, I-Wei Shu, Sheng-Hsiou Hsu, Jaime A. Pineda, Eric L. Granholm, Fiza Singh

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2020

Evaluation of Artifact Subspace Reconstruction for Automatic Artifact Components Removal in Multi-Channel EEG Recordings.

Chi-Yuan Chang, Sheng-Hsiou Hsu, Luca Pion-Tonachini, Tzyy-Ping Jung

IEEE Trans. Biomed. Eng., 2020

Examining the Relationship between EEG Dynamics and Emotion Ratings during Video Watching using Adaptive Mixture Independent Component Analysis.

Shihan Ran, Sheng-Hsiou Hsu, Tzyy-Ping Jung

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

2019

Estimating coupling strength between multivariate neural series with multivariate permutation conditional mutual information.

Dong Wen, Peilei Jia, Sheng-Hsiou Hsu, Yanhong Zhou, Xifa Lan, Dong Cui, Guolin Li, Shimin Yin, Lei Wang

Neural Networks, 2019

2018

Tracking the Dynamic Brain: Modeling Nonstationarity in Human Electroencephalography

Sheng-Hsiou Hsu

PhD thesis, 2018

Modeling brain dynamic state changes with adaptive mixture independent component analysis.

Sheng-Hsiou Hsu, Luca Pion-Tonachini, Jason A. Palmer, Makoto Miyakoshi, Scott Makeig, Tzyy-Ping Jung

NeuroImage, 2018

Online Automatic Artifact Rejection using the Real-time EEG Source-mapping Toolbox (REST).

Luca Pion-Tonachini, Sheng-Hsiou Hsu, Chi-Yuan Chang, Tzyy-Ping Jung, Scott Makeig

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Evaluation of Artifact Subspace Reconstruction for Automatic EEG Artifact Removal.

Chi-Yuan Chang, Sheng-Hsiou Hsu, Luca Pion-Tonachini, Tzyy-Ping Jung

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Exploring Mental State Changes during Hypnotherapy using Adaptive Mixture Independent Component Analysis of EEG.

Sheng-Hsiou Hsu, Yihan Zi, Ying Choon Wu, Paula Marie Jackson, Tzyy-Ping Jung

Proceedings of the 2018 IEEE Biomedical Circuits and Systems Conference, 2018

Real- Time Spike Sorting for Multi-Electrode Arrays with Online Independent Component Analysis.

Alessio Paolo Buccino, Sheng-Hsiou Hsu, Gert Cauwenberghs

Proceedings of the 2018 IEEE Biomedical Circuits and Systems Conference, 2018

2017

Independent component analysis-based spatial filtering improves template-based SSVEP detection.

Masaki Nakanishi, Yijun Wang, Sheng-Hsiou Hsu, Yu-Te Wang, Tzyy-Ping Jung

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016

Modeling and Tracking Brain Nonstationarity in a Sustained Attention Task.

Sheng-Hsiou Hsu, Tzyy-Ping Jung

Proceedings of the Foundations of Augmented Cognition: Neuroergonomics and Operational Neuroscience, 2016

2015

Validating online recursive independent component analysis on EEG data.

Sheng-Hsiou Hsu, Tim R. Mullen, Tzyy-Ping Jung, Gert Cauwenberghs

Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Exploring Day-to-Day Variability in the Relations Between Emotion and EEG Signals.

Yuan-Pin Lin, Sheng-Hsiou Hsu, Tzyy-Ping Jung

Proceedings of the Foundations of Augmented Cognition, 2015

Real-time EEG Source-mapping Toolbox (REST): Online ICA and source localization.

Luca Pion-Tonachini, Sheng-Hsiou Hsu, Scott Makeig, Tzyy-Ping Jung, Gert Cauwenberghs

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Tracking non-stationary EEG sources using adaptive online recursive independent component analysis.

Sheng-Hsiou Hsu, Luca Pion-Tonachini, Tzyy-Ping Jung, Gert Cauwenberghs

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

Online recursive independent component analysis for real-time source separation of high-density EEG.

Sheng-Hsiou Hsu, Tim R. Mullen, Tzyy-Ping Jung, Gert Cauwenberghs

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014