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 (EMBC, 2014)

Tracking non-stationary EEG sources using adaptive online recursive independent component analysis. - Sheng-Hsiou Hsu; Luca Pion-Tonachini; Tzyy-Ping Jung; Gert Cauwenberghs (EMBC, 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 (EMBC, 2015)

Exploring Day-to-Day Variability in the Relations Between Emotion and EEG Signals. - Yuan-Pin Lin; Sheng-Hsiou Hsu; Tzyy-Ping Jung (HCI (15), 2015)

Validating online recursive independent component analysis on EEG data. - Sheng-Hsiou Hsu; Tim R. Mullen; Tzyy-Ping Jung; Gert Cauwenberghs (NER, 2015)

Modeling and Tracking Brain Nonstationarity in a Sustained Attention Task. - Sheng-Hsiou Hsu; Tzyy-Ping Jung (HCI (13), 2016)

Independent component analysis-based spatial filtering improves template-based SSVEP detection. - Masaki Nakanishi; Yijun Wang 001; Sheng-Hsiou Hsu; Yu-Te Wang; Tzyy-Ping Jung (EMBC, 2017)

Real- Time Spike Sorting for Multi-Electrode Arrays with Online Independent Component Analysis. - Alessio Paolo Buccino; Sheng-Hsiou Hsu; Gert Cauwenberghs (BioCAS, 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 (BioCAS, 2018)

Evaluation of Artifact Subspace Reconstruction for Automatic EEG Artifact Removal. - Chi-Yuan Chang; Sheng-Hsiou Hsu; Luca Pion-Tonachini; Tzyy-Ping Jung (EMBC, 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 (EMBC, 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)

Tracking the Dynamic Brain: Modeling Nonstationarity in Human Electroencephalography - Sheng-Hsiou Hsu (2018)

Estimating coupling strength between multivariate neural series with multivariate permutation conditional mutual information. - Dong Wen 002; Peilei Jia; Sheng-Hsiou Hsu; Yanhong Zhou; Xifa Lan; Dong Cui; Guolin Li; Shimin Yin; Lei Wang (Neural Networks, 2019)

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 (SMC, 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)

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 (EMBC, 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)