Tzyy-Ping Jung
Orcid: 0000-0002-8377-2166Affiliations:
- University of California, San Diego, CA, USA
- Ohio State University, Columbus, OH, USA
According to our database1,
Tzyy-Ping Jung
authored at least 198 papers
between 1990 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2015, "For contributions to blind source separation for biomedical applications".
Timeline
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Bibliography
2024
Development of an Adaptive Artifact Subspace Reconstruction Based on Hebbian/Anti-Hebbian Learning Networks for Enhancing BCI Performance.
IEEE Trans. Neural Networks Learn. Syst., January, 2024
Activation network improves spatiotemporal modelling of human brain communication processes.
NeuroImage, January, 2024
From Word Embedding to Reading Embedding Using Large Language Model, EEG and Eye-tracking.
CoRR, 2024
2023
Expert Syst. Appl., September, 2023
Empirical validation of task-related component analysis reformulation for computational complexity reduction.
Biomed. Signal Process. Control., September, 2023
Diversity and Suitability of the State-of-the-Art Wearable and Wireless EEG Systems Review.
IEEE J. Biomed. Health Informatics, August, 2023
Data Augmentation of SSVEPs Using Source Aliasing Matrix Estimation for Brain-Computer Interfaces.
IEEE Trans. Biomed. Eng., June, 2023
Stimulus-Stimulus Transfer Based on Time-Frequency-Joint Representation in SSVEP-Based BCIs.
IEEE Trans. Biomed. Eng., February, 2023
Driving Fatigue Effects on Cross-Frequency Phase Synchrony Embedding in Multilayer Brain Network.
IEEE Trans. Instrum. Meas., 2023
Human Brain Dynamics and Coordination Reflect the Task Difficulty of Optical Image Relational Reasoning.
Int. J. Neural Syst., 2023
ChatGPT-BCI: Word-Level Neural State Classification Using GPT, EEG, and Eye-Tracking Biomarkers in Semantic Inference Reading Comprehension.
CoRR, 2023
Using EEG Signals to Assess Workload during Memory Retrieval in a Real-world Scenario.
CoRR, 2023
2022
Recognizing Tonal and Nontonal Mandarin Sentences for EEG-Based Brain-Computer Interface.
IEEE Trans. Cogn. Dev. Syst., 2022
IEEE Trans. Cogn. Dev. Syst., 2022
Utilizing Deep Learning Towards Multi-Modal Bio-Sensing and Vision-Based Affective Computing.
IEEE Trans. Affect. Comput., 2022
Unsupervised learning of brain state dynamics during emotion imagination using high-density EEG.
NeuroImage, 2022
IC-U-Net: A U-Net-based Denoising Autoencoder Using Mixtures of Independent Components for Automatic EEG Artifact Removal.
NeuroImage, 2022
Found. Trends Signal Process., 2022
A Comparison Study of Egocentric and Allocentric Visual Feedback for Motor-Imagery Brain-Computer Interfaces.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022
Optimization of Stimulus Color for SSVEP-Based Brain-Computer Interfaces in Mixed Reality.
Proceedings of the Human Brain and Artificial Intelligence - Third International Workshop, 2022
Proceedings of the HCI International 2022 - Late Breaking Posters, 2022
2021
The Current Research of Combining Multi-Modal Brain-Computer Interfaces With Virtual Reality.
IEEE J. Biomed. Health Informatics, 2021
IEEE J. Biomed. Health Informatics, 2021
EEG-Based Brain-Computer Interfaces (BCIs): A Survey of Recent Studies on Signal Sensing Technologies and Computational Intelligence Approaches and Their Applications.
IEEE ACM Trans. Comput. Biol. Bioinform., 2021
Hardware-Oriented Memory-Limited Online Artifact Subspace Reconstruction (HMO-ASR) Algorithm.
IEEE Trans. Circuits Syst. II Express Briefs, 2021
Transferring Subject-Specific Knowledge Across Stimulus Frequencies in SSVEP-Based BCIs.
IEEE Trans Autom. Sci. Eng., 2021
Frontiers Comput. Neurosci., 2021
A Comparison Study of Single- and Multiple-Target Stimulation Methods for Eliciting Steady-State Visual Evoked Potentials.
Proceedings of the 10th International IEEE/EMBS Conference on Neural Engineering, 2021
A Computation-Aware TPL Utilization Procedure for Parallelizing the FastICA Algorithm on a Multi-Core CPU.
Proceedings of the 14th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2021
Proceedings of the HCI International 2021 - Posters - 23rd HCI International Conference, 2021
Improving Transfer Performance of Deep Learning with Adaptive Batch Normalization for Brain-computer Interfaces<sup>*</sup>.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Affective response to volitional input perturbations in obstacle avoidance and target tracking games.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
Implementing Over 100 Command Codes for a High-Speed Hybrid Brain-Computer Interface Using Concurrent P300 and SSVEP Features.
IEEE Trans. Biomed. Eng., 2020
Discriminative Canonical Pattern Matching for Single-Trial Classification of ERP Components.
IEEE Trans. Biomed. Eng., 2020
Facilitating Calibration in High-Speed BCI Spellers via Leveraging Cross-Device Shared Latent Responses.
IEEE Trans. Biomed. Eng., 2020
Developing a Novel Tactile P300 Brain-Computer Interface With a Cheeks-Stim Paradigm.
IEEE Trans. Biomed. Eng., 2020
Evaluation of Artifact Subspace Reconstruction for Automatic Artifact Components Removal in Multi-Channel EEG Recordings.
IEEE Trans. Biomed. Eng., 2020
CoRR, 2020
CoRR, 2020
A Brain-Computer Interface Based on Multifocal SSVEPs Detected by Inter-Task-Related Component Analysis.
IEEE Access, 2020
Common Cross-Spectral Patterns of Electroencephalography for Reliable Cognitive Task Identification.
IEEE Access, 2020
Examining the Relationship between EEG Dynamics and Emotion Ratings during Video Watching using Adaptive Mixture Independent Component Analysis.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020
Evaluation of Low-end Virtual Reality Content of Cultural Heritage: A Preliminary Study with Eye Movement.
Proceedings of the JCDL '20: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, 2020
A brain-computer interface based on high-frequency steady-state asymmetric visual evoked potentials<sup>*</sup>.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Enhancing performance of SSVEP-based BCI by unsupervised learning information from test trials<sup>*</sup>.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Statistically Optimized Spatial Filtering in Decoding Steady-State Visual Evoked Potentials Based on Task-Related Component Analysis.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
2019
IEEE Trans. Biomed. Eng., 2019
Modeling EEG data distribution with a Wasserstein Generative Adversarial Network to predict RSVP Events.
CoRR, 2019
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019
Cross-Subject Transfer Learning Improves the Practicality of Real-World Applications of Brain-Computer Interfaces.
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019
Proceedings of the Neural Information Processing - 26th International Conference, 2019
Hardware-oriented Memory-limited Online Fastica Algorithm and Hardware Architecture for Signal Separation.
Proceedings of the IEEE International Conference on Acoustics, 2019
Effects of stimulus position on the classification of miniature asymmetric VEPs for brain-computer interfaces.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
A comparison of classification methods for recognizing single-trial P300 in brain-computer interfaces.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Decision-Making in a Social Multi-Armed Bandit Task: Behavior, Electrophysiology and Pupillometry.
Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019
2018
Spatial Filtering for EEG-Based Regression Problems in Brain-Computer Interface (BCI).
IEEE Trans. Fuzzy Syst., 2018
A Brain-Computer Interface Based on Miniature-Event-Related Potentials Induced by Very Small Lateral Visual Stimuli.
IEEE Trans. Biomed. Eng., 2018
Enhancing Detection of SSVEPs for a High-Speed Brain Speller Using Task-Related Component Analysis.
IEEE Trans. Biomed. Eng., 2018
A subject-transfer framework for obviating inter- and intra-subject variability in EEG-based drowsiness detection.
NeuroImage, 2018
Modeling brain dynamic state changes with adaptive mixture independent component analysis.
NeuroImage, 2018
Cross-Subject Transfer Learning on High-Speed Steady-State Visual Evoked Potential-Based Brain-Computer Interface.
CoRR, 2018
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018
Optimizing Phase Intervals for Phase-Coded SSVEP-Based BCIs With Template-Based Algorithm.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Online Automatic Artifact Rejection using the Real-time EEG Source-mapping Toolbox (REST).
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Transferring Shared Responses Across Electrode Montages for Facilitating Calibration in High-Speed Brain Spellers.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
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.
Proceedings of the 2018 IEEE Biomedical Circuits and Systems Conference, 2018
2017
Fall Prediction and Prevention Systems: Recent Trends, Challenges, and Future Research Directions.
Sensors, 2017
Int. J. Fuzzy Syst., 2017
CoRR, 2017
Does frequency resolution affect the classification performance of steady-state visual evoked potentials?
Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017
Proceedings of the Augmented Cognition. Neurocognition and Machine Learning, 2017
Independent component analysis-based spatial filtering improves template-based SSVEP detection.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
2016
IEEE Trans. Cogn. Dev. Syst., 2016
EEG-based prediction of driver's cognitive performance by deep convolutional neural network.
Signal Process. Image Commun., 2016
Augmenting VR/AR Applications with EEG/EOG Monitoring and Oculo-Vestibular Recoupling.
Proceedings of the Foundations of Augmented Cognition: Neuroergonomics and Operational Neuroscience, 2016
Exploring the EEG Correlates of Neurocognitive Lapse with Robust Principal Component Analysis.
Proceedings of the Foundations of Augmented Cognition: Neuroergonomics and Operational Neuroscience, 2016
Session-to-Session Transfer in Detecting Steady-State Visual Evoked Potentials with Individual Training Data.
Proceedings of the Foundations of Augmented Cognition: Neuroergonomics and Operational Neuroscience, 2016
Proceedings of the Foundations of Augmented Cognition: Neuroergonomics and Operational Neuroscience, 2016
Proceedings of the Foundations of Augmented Cognition: Neuroergonomics and Operational Neuroscience, 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the IEEE Conference on Cognitive and Computational Aspects of Situation Management, 2016
2015
IEEE Trans. Biomed. Eng., 2015
Detecting glaucomatous change in visual fields: Analysis with an optimization framework.
J. Biomed. Informatics, 2015
Proceedings of the 2015 IEEE International Conference on Systems, 2015
Monitoring and Analysis of Multiplicative Characteristic Variations for Adhesive Electrode by Using Self-Electrocardiogram Signals.
Proceedings of the 2015 IEEE International Conference on Systems, 2015
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015
Proceedings of the Foundations of Augmented Cognition, 2015
The Wearable Multimodal Monitoring System: A Platform to Study Falls and Near-Falls in the Real-World.
Proceedings of the Human Aspects of IT for the Aged Population. Design for Everyday Life, 2015
Toward non-hair-bearing brain-computer interfaces for neurocognitive lapse detection.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Developing an online steady-state visual evoked potential-based brain-computer interface system using EarEEG.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
A dynamic stopping method for improving performance of steady-state visual evoked potential based brain-computer interfaces.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Using robust principal component analysis to alleviate day-to-day variability in EEG based emotion classification.
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.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Feature extraction with deep belief networks for driver's cognitive states prediction from EEG data.
Proceedings of the IEEE China Summit and International Conference on Signal and Information Processing, 2015
2014
Glaucoma Progression Detection Using Structural Retinal Nerve Fiber Layer Measurements and Functional Visual Field Points.
IEEE Trans. Biomed. Eng., 2014
Cortical surface alignment in multi-subject spatiotemporal independent EEG source imaging.
NeuroImage, 2014
Int. J. Neural Syst., 2014
Spatiotemporal Sparse Bayesian Learning with Applications to Compressed Sensing of Multichannel Physiological Signals.
CoRR, 2014
Eye movements predict students' computer-based assessment performance of physics concepts in different presentation modalities.
Comput. Educ., 2014
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014
Proceedings of the 2014 International Conference on Intelligent Environments, Shanghai, China, June 30, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Enhancing detection of steady-state visual evoked potentials using individual training data.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Enhancing unsupervised canonical correlation analysis-based frequency detection of SSVEPs by incorporating background EEG.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Online recursive independent component analysis for real-time source separation of high-density EEG.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
An efficient ASIC implementation of 16-channel on-line recursive ICA processor for real-time EEG system.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2013
Compressed Sensing for Energy-Efficient Wireless Telemonitoring of Noninvasive Fetal ECG Via Block Sparse Bayesian Learning.
IEEE Trans. Biomed. Eng., 2013
Compressed Sensing of EEG for Wireless Telemonitoring With Low Energy Consumption and Inexpensive Hardware.
IEEE Trans. Biomed. Eng., 2013
IEEE Trans. Biomed. Circuits Syst., 2013
Appl. Comput. Intell. Soft Comput., 2013
Proceedings of the Universal Access in Human-Computer Interaction. User and Context Diversity, 2013
Proceedings of the HCI International 2013 - Posters' Extended Abstracts, 2013
Proceedings of the Human-Computer Interaction. Towards Intelligent and Implicit Interaction, 2013
Proceedings of the Foundations of Augmented Cognition, 2013
Proceedings of the Foundations of Augmented Cognition, 2013
Developing stimulus presentation on mobile devices for a truly portable SSVEP-based BCI.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
An efficient VLSI implementation of on-line recursive ICA processor for real-time multi-channel EEG signal separation.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
An approximation approach for rendering visual flickers in SSVEP-based BCI using monitor refresh rate.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Real-time modeling and 3D visualization of source dynamics and connectivity using wearable EEG.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
A mobile SSVEP-based brain-computer interface for freely moving humans: The robustness of canonical correlation analysis to motion artifacts.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Habituation of steady-state visual evoked potentials in response to high-frequency polychromatic foveal visual stimulation.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Automatic design for independent component analysis based brain-computer interfacing.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Compressed sensing for energy-efficient wireless telemonitoring: Challenges and opportunities.
Proceedings of the 2013 Asilomar Conference on Signals, 2013
2012
Spatial Cogn. Comput., 2012
Proc. IEEE, 2012
Co-modulatory spectral changes in independent brain processes are correlated with task performance.
NeuroImage, 2012
Low Energy Wireless Body-Area Networks for Fetal ECG Telemonitoring via the Framework of Block Sparse Bayesian Learning
CoRR, 2012
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012
A brain-computer interface with real-time independent component analysis for biomedical applications.
Proceedings of the IEEE International Conference on Consumer Electronics, 2012
An EEG-based brain - computer interface with real-time artifact removal using independent component analysis.
Proceedings of the IEEE Second International Conference on Consumer Electronics - Berlin, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
SNR analysis of high-frequency steady-state visual evoked potentials from the foveal and extrafoveal regions of Human Retina.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the 2012 IEEE Biomedical Circuits and Systems Conference, 2012
An effective chip implementation of a real-time eight-channel EEG signal processor based on on-line recursive ICA algorithm.
Proceedings of the 2012 IEEE Biomedical Circuits and Systems Conference, 2012
2011
Implementation of a motion sickness evaluation system based on EEG spectrum analysis.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011
A low power independent component analysis processor in 90nm CMOS technology for portable EEG signal processing systems.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Proceedings of the Foundations of Augmented Cognition. Directing the Future of Adaptive Systems, 2011
Effect of respiratory modulation on relationship between heart rate variability and motion sickness.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Generalizations of the subject-independent feature set for music-induced emotion recognition.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 4th International Conference on Biomedical Engineering and Informatics, 2011
2010
NeuroImage, 2010
An EEG-based Self-Constructed Neural Fuzzy System to Estimate Driver's Cognitive State.
Aust. J. Intell. Inf. Process. Syst., 2010
Proceedings of the Artificial Intelligence and Computational Intelligence, 2010
2009
Proceedings of the Foundations of Augmented Cognition. Neuroergonomics and Operational Neuroscience, 2009
Proceedings of the Foundations of Augmented Cognition. Neuroergonomics and Operational Neuroscience, 2009
Proceedings of the Foundations of Augmented Cognition. Neuroergonomics and Operational Neuroscience, 2009
Proceedings of the Foundations of Augmented Cognition. Neuroergonomics and Operational Neuroscience, 2009
2008
Tonic and phasic electroencephalographic dynamics during continuous compensatory tracking.
NeuroImage, 2008
EEG-Based Subject- and Session-independent Drowsiness Detection: An Unsupervised Approach.
EURASIP J. Adv. Signal Process., 2008
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008
Proceedings of the International Joint Conference on Neural Networks, 2008
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008
2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the Engineering Psychology and Cognitive Ergonomics, 2007
Proceedings of the Foundations of Augmented Cognition, 2007
2006
Adaptive EEG-Based Alertness Estimation System by Using ICA-Based Fuzzy Neural Networks.
IEEE Trans. Circuits Syst. I Regul. Pap., 2006
Mapping single-trial EEG records on the cortical surface through a spatiotemporal modality.
NeuroImage, 2006
Proceedings of the Sixth IEEE International Symposium on BioInformatics and BioEngineering (BIBE 2006), 2006
2005
EEG-based drowsiness estimation for safety driving using independent component analysis.
IEEE Trans. Circuits Syst. I Regul. Pap., 2005
EURASIP J. Adv. Signal Process., 2005
2004
Proceedings of the IEEE International Conference on Systems, 2004
2002
2001
Hum. Factors, 2001
1998
Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998
1997
Proceedings of the Advances in Neural Information Processing Systems 10, 1997
1996
Deriving gestural score from articulator-movement records using weighted temporal decomposition.
IEEE Trans. Speech Audio Process., 1996
1995
Using Feedforward Neural Networks to Monitor Alertness from Changes in EEG Correlation and Coherence.
Proceedings of the Advances in Neural Information Processing Systems 8, 1995
Proceedings of the Advances in Neural Information Processing Systems 8, 1995
1992
Implementation of a vector quantization codebook design technique based on a competitive learning artificial neural network.
J. Supercomput., 1992
1990
Proceedings of the IJCNN 1990, 1990