Proceedings of the Adjunct Proceedings of the 15th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, 2023

2022

Recognizing Tonal and Nontonal Mandarin Sentences for EEG-Based Brain-Computer Interface.

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Dev. Syst., 2022

Toward CNN-Based Motor-Imagery EEG Classification with Fuzzy Fusion.

[BibT_eX]

[DOI]

Int. J. Fuzzy Syst., 2022

Enhancing Low-Density EEG-Based Brain-Computer Interfaces with Similarity-Keeping Knowledge Distillation.

[BibT_eX]

[DOI]

Xin-Yao Huang

Sung-Yu Chen

Chun-Shu Wei

CoRR, 2022

CLEEGN: A Convolutional Neural Network for Plug-and-Play Automatic EEG Reconstruction.

[BibT_eX]

[DOI]

CoRR, 2022

ExBrainable: An Open-Source GUI for CNN-based EEG Decoding and Model Interpretation.

[BibT_eX]

[DOI]

CoRR, 2022

MAtt: A Manifold Attention Network for EEG Decoding.

[BibT_eX]

[DOI]

Yue-Ting Pan

Jing-Lun Chou

Chun-Shu Wei

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Toward EEG-Based Brain State Recognition for Personalized Neuromodulation.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2022

Accelerating Brain Research using Explainable Artificial Intelligence.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo Workshops, 2022

Workshop on Multimodal Motion Sickness Detection and Mitigation Methods for Car Journeys.

[BibT_eX]

[DOI]

Katharina Margareta Theresa Pöhlmann

Proceedings of the AutomotiveUI '22: 14th International Conference on Automotive User Interfaces and Interactive Vehicular Applications - Adjunct Proceedings, Seoul, Republic of Korea, September 17, 2022

2021

Low-Dimensional Subject Representation-Based Transfer Learning in EEG Decoding.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2021

Editorial: Inter- and Intra-subject Variability in Brain Imaging and Decoding.

[BibT_eX]

[DOI]

Frontiers Comput. Neurosci., 2021

Boosting Template-based SSVEP Decoding by Cross-domain Transfer Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Normalized Canonical Correlation Analysis for Calibrating the Background EEG Activity in SSVEP Detection.

[BibT_eX]

[DOI]

Chun-Shu Wei

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

2020

Facilitating Calibration in High-Speed BCI Spellers via Leveraging Cross-Device Shared Latent Responses.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2020

2019

EEG-Based User Authentication Using a Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019

Spatial Component-wise Convolutional Network (SCCNet) for Motor-Imagery EEG Classification.

[BibT_eX]

[DOI]

Chun-Shu Wei

Toshiaki Koike-Akino

Ye Wang

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.

[BibT_eX]

[DOI]

Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019

2018

A subject-transfer framework for obviating inter- and intra-subject variability in EEG-based drowsiness detection.

[BibT_eX]

[DOI]

NeuroImage, 2018

Cross-Subject Transfer Learning on High-Speed Steady-State Visual Evoked Potential-Based Brain-Computer Interface.

[BibT_eX]

[DOI]

CoRR, 2018

Exploring Human Variability in Steady-State Visual Evoked Potentials.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

2016

Exploring the EEG Correlates of Neurocognitive Lapse with Robust Principal Component Analysis.

[BibT_eX]

[DOI]

Chun-Shu Wei

Yuan-Pin Lin

Tzyy-Ping Jung

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

Transfer learning with large-scale data in brain-computer interfaces.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015

Selective Transfer Learning for EEG-Based Drowsiness Detection.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Systems, 2015

Toward non-hair-bearing brain-computer interfaces for neurocognitive lapse detection.

[BibT_eX]

[DOI]

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

2013

A Mobile Brain-Computer Interface for Freely Moving Humans.

[BibT_eX]

[DOI]

Proceedings of the Human-Computer Interaction. Towards Intelligent and Implicit Interaction, 2013

2011

Implementation of a motion sickness evaluation system based on EEG spectrum analysis.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011

Genetic feature selection in EEG-based motion sickness estimation.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

EEG-Based Motion Sickness Estimation Using Principal Component Regression.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 18th International Conference, 2011

Estimating the Level of Motion Sickness Based on EEG Spectra.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Augmented Cognition. Directing the Future of Adaptive Systems, 2011

Chun-Shu Wei

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