Yi-Wei Shen and Yuan-Pin Lin*, "Cross-Day Data Diversity Improves Inter-Individual Emotion Commonality of Spatio-Spectral EEG Signatures Using Independent Component Analysis, " IEEE Transactions on Affective Computing, vol. 15, no. 1, pp. 210 - 222, 2024.
Jachin Edward Pousson, Yi-Wei Shen, Yuan-Pin Lin*, Aleksandras Voicikas, Evaldas Pipinis, Valdis Bernhofs, Lana Burmistrova, and Inga Griškova-Bulanova, "Exploring Spatio-spectral Electroencephalogram Modulations of Imbuing Emotional Intent during Active Piano Playing, " IEEE Transactions on Neural Systems & Rehabilitation Engineering, vol. 31, pp. 4347 - 4356, 2023.
Wei-Che Lin, Wei-Jen Chen, Yueh-Sheng Chen, Hsing-Yi Liang, Cheng‑Hsien Lu, and Yuan-Pin Lin*, "Electroencephalogram-Driven Machine-Learning Scenario for Assessing Impulse Control Disorder Comorbidity in Parkinson’s Disease Using a Low-Cost, Custom LEGO-Like Headset, " IEEE Transactions on Neural Systems & Rehabilitation Engineering, vol. 31, pp. 4106 - 4114, 2023.
Shang-You Yang and Yuan-Pin Lin*, "Movement Artifact Suppression in Wearable Low-Density and Dry EEG Recordings Using Active Electrodes and Artifact Subspace Reconstruction, " IEEE Transactions on Neural Systems & Rehabilitation Engineering, vol. 31, pp. 3844 - 3853, 2023.
Wei-Jen Chen and Yuan-Pin Lin*, "Event-Related Potential-Based Collaborative Brain-Computer Interface for Augmenting Human Performance Using a Low-Cost, Custom Electroencephalogram Hyperscanning Infrastructure, " IEEE Transactions on Cognitive and Developmental Systems, vol. 15, no. 4, pp. 2202-2213, 2023.
Mahrad Ghodousi, Jachin Pousson, Aleksandras Voicikas, Valdis Bernhofs, Evaldas Pipinis, Povilas Tarailis, Lana Burmistrova, Yuan-Pin Lin, and Inga Griškova-Bulanova, "EEG Connectivity during Active Emotional Musical Performance, " Sensors, 22 (11), 4064, 2022.
Chun-Shu Wei, Corey Keller, Junhua Li, Yuan-Pin Lin, Masaki Nakanishi, Johanna Wagner, Wei Wu, Yu Zhang, and Tzyy-Ping Jung, "Editorial: Inter-and Intra-subject Variability in Brain Imaging and Decoding, " Frontiers in Computational Neuroscience, 15:791129, 2021.
Jachin Pousson, Aleksandras Voicikas, Valdis Bernhofs, Evaldas Pipinis, Lana Burmistrova, Yuan-Pin Lin, and Inga Griškova-Bulanova, "Spectral Characteristics of EEG during Active Emotional Musical Performance, " Sensors, 21 (22), 7466, 2021.
Yuan-Pin Lin, Hsing-Yi Liang, Yueh-Sheng Chen, Cheng-Hsien Lu, Yih-Ru Wu, Yung-Yee Chang, and Wei-Che Lin, "Objective Assessment of Impulse Control Disorder in Patients with Parkinson’s Disease Using a Low-Cost LEGO-like EEG Headset: A Feasibility Study, " Journal of NeuroEngineering and Rehabilitation, 18:109, 2021.
Yuan-Pin Lin*, "Constructing a Personalized Cross-day EEG-based Emotion-Classification Model Using Transfer Learning, " IEEE Journal of Biomedical and Health Informatics, vol. 24, no. 5, pp. 1255-1264, 2020.
Yi-Wei Shen and Yuan-Pin Lin*, "Challenge for Affective Brain-Computer Interfaces: Non-stationary Spatio-spectral EEG Oscillations of Emotional Responses, " Frontiers in Human Neuroscience, 13:366, 2019.
Yuan-Pin Lin*, Ting-Yu Chen, and Wei-Jen Chen, "Cost-efficient and Custom Electrode-holder Assembly Infrastructure for EEG Recordings, " Sensors, vol. 19, 4273, 2019.
Kai-Chiang Chuang and Yuan-Pin Lin*, "Cost-Efficient, Portable, and Custom Multi-Subject Electroencephalogram Recording System, " IEEE Access, vol. 7, pp. 56760 - 56769, 2019.
Chun-Shu Wei, Yuan-Pin Lin, Yu-Te Wang, Chin-Teng Lin, and Tzyy-Ping Jung, "A Subject-transfer Framework for Obviating Inter- and Intra-subject Variability in EEG-based Drowsiness Detection, " NeuroImage, vol. 174, pp. 407-419, 2018.
Yuan-Pin Lin*, Ping-Keng Jao, and Yi-Hsuan Yang, "Improving Cross-day EEG-based Emotion Classification Using Robust Principal Component Analysis, " Frontiers in Computational Neuroscience, 11:64, 2017.
Masaki Nakanishi, Yu-Te Wang, Tzyy-Ping Jung, John K. Zao, Yu-Yi Chien, Alberto Diniz-Filho, Fabio B. Daga, Yuan-Pin Lin, Yijun Wang, and Felipe A. Medeiros, “Detecting Glaucoma With a Portable Brain-Computer Interface for Objective Assessment of Visual Function Loss, ” JAMA Ophthalmology, 135(6): 550-557, 2017.
Yuan-Pin Lin* and Tzyy-Ping Jung, "Improving EEG-based Emotion Classification Using Conditional Transfer Learning," Frontiers in Human Neuroscience, 11:334, 2017.
Yuan-Pin Lin, Yijun Wang, and Tzyy-Ping Jung, "Assessing the Feasibility of Online SSVEP Decoding in Human Walking Using a Consumer EEG Headset, " Journal of NeuroEngineering and Rehabilitation, 11:119, 2014.
Yuan-Pin Lin*, Yi-Hsuan Yang, and Tzyy-Ping Jung, "Fusion of Electroencephalographic Dynamics and Musical Contents for Estimating Emotional Responses in Music Listening, " Frontiers in Neuroscience, 8:94, 2014.
Yuan-Pin Lin, Yijun Wang, Chun-Shu Wei, and Tzyy-Ping Jung, "Assessing the Quality of Steady-state Visual-evoked Potentials for Moving Humans Using a Mobile Electroencephalogram Headset, " Frontiers in Human Neuroscience,8:182, 2014.
Chun-Hsiang Chuang, Li-Wei Ko, Yuan-Pin Lin, Tzyy-Ping Jung, and Chin-Teng Lin, "Independent Component Ensemble of EEG for Brain-Computer Interface, " IEEE Transactions on Neural Systems & Rehabilitation Engineering, vol. 22, pp. 230 - 238, 2014.
Yuan-Pin Lin, Jeng-Ren Duann, Wenfeng Feng, Jyh-Horng Chen, and Tzyy-Ping Jung, "Revealing Spatio-spectral Electroencephalographic Dynamics of Musical Mode and Tempo Perception by Independent Component Analysis, " Journal of NeuroEngineering and Rehabilitation, 11:18, 2014.
Shang-Wen Chuang, Li-Wei Ko, Yuan-Pin Lin, Ruey-Song Huang, Tzyy-Ping Jung, and Chin-Teng Lin, “Co-modulatory Spectral Changes in Independent Brain Processes Are Correlated with Task Performance, ” NeuroImage, 62: 1469-77, 2012.
Yuan-Pin Lin, Chi-Hong Wang, Tzyy-Ping Jung, Tien-Lin Wu, Shyh-Kang Jeng, Jeng-Ren Duann and Jyh-Horng Chen, "EEG-based Emotion Recognition in Music Listening, " IEEE Transactions on Biomedical Engineering, vol. 57, no. 7, pp. 1798–1806, 2010.
Yuan-Pin Lin, Jeng-Ren Duann, Jyh-Horng Chen and Tzyy-Ping Jung, " Electroencephalographic Dynamics of Musical Emotion Perception Revealed by Independent Spectral Components, " NeuroReport, 21(6):410-415, 2010.
Yuan-Pin Lin*, Tzyy-Ping Jung, Yijun Wang, and Julie Onton, "Toward Affective Brain-Computer Interface: Fundamentals and Analysis of EEG-based Emotion Classification," in A. Konar, A. Chakraborty (Ed.): Emotion Recognition: A Pattern Analysis Approach, Wiley-Blackwell Press Theme Volume, Jan 2015 (invited).
Hung-Yuan Huang and Yuan-Pin Lin*, "Validation of Model-Basis Transfer Learning for a Personalized Electroencephalogram-Based Emotion-Classification Model, " the 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'23), Sydney Australia, 24-28 July 2023 (oral presentation).
Shang-You Yang and Yuan-Pin Lin*, "Validating a LEGO-Like EEG Headset for a Simultaneous Recording of Wet and Dry-Electrode Systems During Treadmill Walking, " the 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'20), pp. 4055-4058, Montreal, Canada, July 20-24, 2020.
Mehdi Hajinoroozi, Zijing Mao, Yuan-Pin Lin, Yufei Huang, “Deep Transfer Learning for Cross-Subject and Cross-Experiment Prediction of Image Rapid Serial Visual Presentation Events from EEG Data, ” in Schmorrow, D., Fidopiastis, C. (Eds.): Augmented Cognition: Neurocognition and Machine Learning, Lecture Notes in Computer Science, vol 10284, pp. 45-55, 2017.
Chun-Shu Wei, Yuan-Pin Lin, and Tzyy-Ping Jung, “Exploring the EEG Correlates of Neurocognitive Lapse with Robust Principal Component Analysis, ” in D. Schmorrow, C. Fidopiastis (Eds.): Foundations of Augmented Cognition: Neuroergonomics and Operational Neuroscience, Lecture Notes in Computer Science, vol. 9743, pp. 113-120, 2016.
John K. Zao, Tzyy-Ping Jung, Hung-Ming Chang, Tchin-Tze Gan, Yu-Te Wang, Yuan-Pin Lin, Wen-Hao Liu, Guang-Yu Zheng, Chin-Kuo Lin, Chia-Hung Lin, Yu-Yi Chien, Fang-Cheng Lin, Yi-Pai Huang, Sergio José Rodríguez Méndez, Felipe A. Medeiros “Augmenting VR/AR Applications with EEG/EOGMonitoring and Oculo-Vestibular Recoupling”, in D. Schmorrow, C. Fidopiastis (Eds.): Foundations of Augmented Cognition: Neuroergonomics and Operational Neuroscience, Lecture Notes in Computer Science, vol. 9743, pp. 121-131, 2016.
Chun-Shu Wei, Yuan-Pin Lin, Yu-Te Wang, Chin-Teng Lin, and Tzyy-Ping Jung, "Transfer Learning with Large-Scale Data in Brain-Computer Interfaces, " the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’16), pp. 4666-4669, Orlando, USA, August 16-20,2016.
Chun-Shu Wei, Yuan-Pin Lin, Yu-Te Wang, Tzyy-Ping Jung, Nima Bigdely-Shamlo, and Chin-Teng Lin, "Selective Transfer Learning for EEG-Based Drowsiness Detection, " IEEE International Conference on System, Man, and Cybernetics (SMC'15), pp. 3229-3232, Hong Kong, Oct. 9-12, 2015.
Yuan-Pin Lin*, Sheng-Hsiou Hsu, and Tzyy-Ping Jung, "Exploring Day-to-day Variability in the Relations between Emotion and EEG Signals, " in D. Schmorrow, C. Fidopiastis (Eds.): Foundations of Augmented Cognition, Lecture Notes in Artificial Intelligence, vol. 9183, pp.461-469, 2015.
Ping-Keng Jao, Yuan-Pin Lin*, Yi-Hsuan Yang, and Tzyy-Ping Jung, "Using Robust Principal Component Analysis to Alleviate Day-to-Day Variability in EEG based Emotion Classification, " the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'15), pp. 570-573, Milan, Italy, August 25-29, 2015.
Yuan-Pin Lin* and Tzyy-Ping Jung, "Exploring Day-to-Day Variability in EEG-based Emotion Classification, " IEEE International Conference on System, Man, and Cybernetics (SMC'14), pp. 2226-2229, San Diego, CA, USA, 2014 (oral presentation).
Chun-Shu Wei, Yuan-Pin Lin, Yijun Wang, Yu-Te Wang, and Tzyy-Ping Jung, "Detection of Steady-state Visual-evoked Potential Using Differential Canonical Correlation Analysis, " the 6th International IEEE/EMBS Conference on Neural Engineering (NER'13), pp. 57-60, San Diego, 2013.
Yuan-Pin Lin, Yijun Wang, and Tzyy-Ping Jung, "A Mobile SSVEP-based Brain-computer Interface for Freely Moving Humans: The Robustness of Canonical Correlation Analysis to Motion Artifacts, " the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'13), pp. 1350-1353, Osaka, Japan, 2013 (oral presentation).
Yuan-Pin Lin, Yijun Wang, Chun-Shu Wei, and Tzyy-Ping Jung, "A Mobile Brain-computer Interface for Freely Moving Humans, " in M. Kurosu (Ed.): Human-Computer Interaction. Towards Intelligent and Implicit Interaction, Lecture Notes in Computer Science, vol. 8008, pp. 448-453, 2013.
Chun-Hsiang Chuang, Yuan-Pin Lin, Li-Wei Ko, Tzyy-Ping Jung, Chin-Teng Lin, " Automatic Design for Independent Component Analysis based Brain-Computer Interfacing, " the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'13), pp. 2180-2183, Osaka, Japan, 2013.
Yuan-Pin Lin, Jyh-Horng Chen, Jeng-Ren, Duann, Chin-Teng Lin, and Tzyy-Ping Jung, "Generalizations of the Subject-independent Feature Set for Music-induced Emotion Recognition, " the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'11), pp. 6092 - 6095, Boston, USA, 2011.
Yuan-Pin Lin, Tzyy-Ping Jung and Jyh-Horng Chen, " EEG Dynamics during Music Appreciation," the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'09), pp. 5316 - 5319, Minnesota, USA, September 2-6, 2009 (oral presentation).
Yuan-Pin Lin, Chi-Hong Wang, Tien-Lin Wu, Shyh-Kang Jeng and Jyh-Horng Chen, "EEG-based Emotion Recognition in Music Listening: A Comparison of Schemes for Multiclass Support Vector Machine, " IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'09), pp. 489-492, Taipei, Taiwan, April 19-24, 2009.
Tien-Lin Wu, Hsuan-Kai Wang, Chien-Chang Ho, Yuan-Pin Lin, Tin-Tin Hu, Ming-Fang Weng, Li-Wei Chan, Chang-Hua Yang, Yi-Hsuan Yang, Yi-Ping Hung, Yung-Yu Chuang, Hsin-Hsi Chen, Homer Chen, Jyh-Horng Chen, Shyh-Kang Jeng, "Interactive Content Presentation Based on Expressed Emotion and Physiological Feedback, " ACM Multimedia Technical Demonstrations (ACM MM'08), Vancouver, Canada, October 27 – November 1, 2008.
Yuan-Pin Lin, Chi-Hong Wang, Tien-Lin Wu, Shyh-Kang Jeng and Jyh-Horng Chen, "Support Vector Machine for EEG Signal Classification during Listening to Emotional Music, " IEEE International Workshop on Multimedia Signal Processing (MMSP'08), pp. 127-130, Queensland, Australia, October 8-10, 2008 (oral presentation).
Tien-Lin Wu, Yuan-Pin Lin, Jyh-Horng Chen and Shyh-Kang Jeng , "Movie Themes Playlist Generation through Gaps across Emotion Loci and Curve of GAEL versus Preference," the 10th International Conference on Music Perception and Cognition (ICMPC’08), Sapporo, Japan, Aug. 25-29, 2008.
Yuan-Pin Lin, Chi-Hong Wang, Tien-Lin Wu, Shyh-Kang Jeng and Jyh-Horng Chen, "Multilayer Perceptron for EEG Signal Classification during Listening to Emotional Music, " IEEE International Region 10 Conference (TENCON’07), pp. 1-3, Taipei, Taiwan, 2007. (oral presentation)
Yuan-Pin Lin, Yi-Ping Chao, Chung-Chih Lin, and Jyh-Horng Chen, "Skin-based Face Tracking Using Illumination Recognition," IEEE International Region 10 Conference (TENCON’05), pp. 1-6, Melbourne, Australia, 2005 (oral presentation).
Hish-Kuo Tai, Li-Wei Kuo, Yuan-Pin Lin, Ching Yao, Jyh-Horng Chen, "Simultaneous Multi-slice Acquisition Using A Parallel MR Imaging System, " the 27th Annual International Conference of the IEEE Engineering in Medicine and Biology Society(EMBC’05), pp. 1652 - 1655, Shanghai, China, 2005.
Yuan-Pin Lin, Yi-Ping Chao, Chung-Chih Lin, and Jyh-Horng Chen, "Webcam Mouse Using Face and Eye Tracking in Various Illumination Environments, " the 27th Annual International Conference of the IEEE Engineering in Medicine and Biology Society(EMBC’05), pp. 3738 - 3741, Shanghai, China, 2005.
Ying-Jhen Su and Yuan-Pin Lin*, "Preliminary Verification of a LEGO-like Wearable Functional Near-Infrared Spectroscopy Headset Forehead Measurement in Non-Hairy Regions, " the 48th Annual Meeting of the Japan Neuroscience Society (JNS'25), Niigata, Japan, Jul. 24~27, 2025 (oral presentation).
Yuan-Pin Lin* and Danylo Fatieiev, "Enhancing Electroencephalogram-based Emotion Classification through Identification of Emotion-Relevant Time Segments Using Hidden Markov Models, " the 48th Annual Meeting of the Japan Neuroscience Society (JNS'25), Niigata, Japan, Jul. 24~27, 2025.
Ying-Jhen Su and Yuan-Pin Lin*, "Development and Verification of a LEGO-like Functional Near-Infrared Spectroscopy Headset, " the 6th Global Conference on Biomedical Engineering (GCBME'24), Tainan, Taiwan, Nov. 1-3, 2024 (oral presentation).
Zi-Ping Huang and Yuan-Pin Lin*, "Exploring the Impact of Sleep Quality and Anxiety State on the Construction of a Personalized EEG-based Emotional Model, " the 6th Global Conference on Biomedical Engineering (GCBME'24), Tainan, Taiwan, Nov. 1-3, 2024.
Jachin Pousson, Yi-Wei Shen, Yuan-Pin Lin*, Aleksandras Voicikas, Inga Griškova-Bulanova, Valdis Bernhofs, Lana Burmistrova, and Evaldas Pipinis, "Exploring Spatio-Spectral EEG Correlates of Emotional Responses during Piano Playing," the 27th Annual Meeting of the Organization for Human Brain Mapping (OHBM'21), Virtual Meeting, June 21-25, 2021.
Meng-Yu Yao, Shang-You Yang, Yi-Hsiang Lien, and Yuan-Pin Lin*, "Characterizing EEG Correlates of Viewer Engagement in Flying Theater,” the 27th Annual Meeting of the Organization for Human Brain Mapping (OHBM'21), Virtual Meeting, June 21-25, 2021.
Ting-Yu Chen, Yi-Lu Tsai, Yi-Wei Shen, and Yuan-Pin Lin*, "Toward a Real-life Affective Brain-Computer Interface Framework (Phase II)," the 4th Global Conference on Biomedical Engineering (GCBME), Taipei, Taiwan, Nov. 12-14, 2020.
Yuan-Pin Lin* and Yi-Lu Tsai, "Improving a Personalized EEG-based Affective Brain-Computer Interface Model towards Cross-day Prediction, " the 43rd Annual Meeting of the Japan Neuroscience Society, Osaka, Japan, July 29-August 1, 2020.
Wei-Jen Chen, Kai-Chiang Chuang, and Yuan-Pin Lin*, "Demonstrating a Collaborative Brain-Computer Interface Framework Using Cost-Efficient and Custom EEG Headsets," the 9th WACBE World Congress on Bioengineering (WACBE’19), Taipei, Taiwan, August 16-19, 2019 (oral presentation).
Hsing-Yi Liang, Kai-Chian Chuang, and Yuan-Pin Lin*, "Developing a Cost-efficient EEG Acquisition Device with a 3D-printed Self-assembled Electrode Holder," Global Conference on Biomedical Engineering (GCBME), Taoyuan, Taiwan, Nov.30-Dec.3, 2018.
Yi-Wei Shen and Yuan-Pin Lin*, "Exploring Spatio-Spectral EEG Correlates of Emotional Responses along Days," the 24th Annual Meeting of the Organization for Human Brain Mapping (OHBM'18), Singapore, June 17-21, 2018.
Yuan-Pin Lin, Yi-Wei Shen, and Kuan-Juan Chiang, "Exploring Emotion-Related Spatio-Spectral EEG Oscillations in a Longitudinal Music-Listening Study," the 11th International Conference on Cognitive Science (ICCS’17), Taipei, Taiwan, Sep 1-3 2017.
Hsien-Ming Ding, Guan-Yi Lu, Yuan-Pin Lin, and Yi-Li Tseng, "An EEG study of auditory working memory load and cognitive performance, " in C. Stephanidis (Ed.): HCII 2016 Posters, Part I, Communications in Computer and Information Science, vol. 617, pp. 181–185, 2016.
Felipe A Medeiros, John K Zao, Yute Wang, Masaki Nakanishi, Yuan-Pin Lin, Alberto Diniz-Filho, Tzyy-Ping Jung, "The nGoggle: a portable brain-based method for assessment of visual function deficits in glaucoma," Annual Meeting for the Association for Research in Vision and Ophthalmology (ARVO’16), Seattle, USA, May 1-5, 2016.
Sheng-Hsiou Hsu, Yuan-Pin Lin, and Tzyy-Ping Jung, "Modeling EEG source dynamics associated with emotional responses in a music-listening experiment," the 46th annual meeting of Society for Neuroscience (SfN’16), San Diego, USA, November 12-16, 2016.
Chun-Shu Wei, Yuan-Pin Lin, Yu-Te Wang, Chin-Teng Lin, and Tzyy-Ping Jung, "Transfer Learning with Large-Scale Data in Brain-Computer Interfaces," the Sixth International Brain-Computer Interface Meeting (BCI’16), Asilomar, California, USA, May 30-June 3, 2016.
Yuan-Pin Lin and Tzyy-Ping Jung, "Improving EEG-based Emotion Classification Using Transfer Learning," the 21th Annual Meeting of the Organization for Human Brain Mapping (OHBM'15), Honolulu, Hawaii, USA, June 14-18, 2015.
Yuan-Pin Lin, Yijun Wang, Tzyy-Ping Jung, Carolina Gracitelli, Ricardo Abe, Alberto Diniz, Saif Baig, and Felipe A. Medeiros, "Using Multifocal Steady-State Visual EvokedPotentials for Objective Assessment of Visual Field Loss in Glaucoma," Annual Meeting for the Association for Research in Vision and Ophthalmology (ARVO’15), Denver, USA, May 3-7, 2015.
Chun-Shu Wei, Yuan-Pin Lin, Yijun Wang, Yu-Te Wang, and Tzyy-Ping Jung, "Normalized Canonical Correlation Analysis for Detection of Steady-State Visual Evoked Potential," the 20th Annual Meeting of the Organization for Human Brain Mapping (OHBM'14), Hamburg, Germany, 2014.
Yuan-Pin Lin and Tzyy-Ping Jung, "EEG-based Emotion Classification based on Inter-subject Information," the 20th Annual Meeting of the Organization for Human Brain Mapping (OHBM'14), Hamburg, Germany, 2014.
Yuan-Pin Lin, Yijun Wang, Tzyy-Ping Jung, and Felipe A. Medeiros, "Using Multi-focal Steady-State Visual Evoked Potentials for Objective Assessment of Visual Field Loss: A Pilot Study," Annual Meeting for the Association for Research in Vision and Ophthalmology (ARVO’14), Florida, USA, 2014.
Yuan-Pin Lin, Yijun Wang, and Tzyy-Ping Jung, "An Online SSVEP-based Brain-computer Interface for Freely Moving Humans," the 5th International Brain-Computer Interface Meeting (BCI'13), Pacific Grove, USA, 2013.
Yuan-Pin Lin, Yijun Wang, and Tzyy-Ping Jung, "A Mobile SSVEP-based Brain-computer Interface for Moving Humans: The Impact of Walking Speed to SSVEP Quality," the 19th Annual Meeting of the Organization for Human Brain Mapping (OHBM'13), Seattle, USA, 2013.
Yuan-Pin Lin, Jeng-Ren Duann, Jyh-Horng Chen, and Tzyy-Ping Jung, "Music-induced Emotion Classification Assessed by Principal Component Analysis," the 17th Annual Meeting of the Organization for Human Brain Mapping (OHBM'11), Quebec City, Canada, 2011.
Yuan-Pin Lin, Julie Onton, Jyh-Horng Chen, and Scott Makeig, "Identifying Informative Emotion-Related Brain Responses by Feature Selection," the 16th Annual Meeting of the Organization for Human Brain Mapping (OHBM'10), Barcelona, Spain, June 6-10, 2010.
Yuan-Pin Lin, Jyh-Horng Chen, Jeng-Ren Duann and Tzyy-Ping Jung, "EEG Dynamics of Musical Tempo and Mode Perception Revealed by Independent Component Analysis," the 16th Annual Meeting of the Organization for Human Brain Mapping (OHBM'10), Barcelona, Spain, June 6-10, 2010.
Yuan-Pin Lin, Chi-Hong Wang, and Jyh-Horng Chen, "The Transition Status of Human Brain Revealed by Asymmetrical EEG Alpha Activity during Listening to Emotional Music," the 13th Annual Meeting of the Organization for Human Brain Mapping (OHBM'07), Chicago, June 10-14, 2007.
Wei-Yun Hong and Yuan-Pin Lin*, "Development of a Wearable Hybrid Cap for Electroencephalogram Recording and Transcranial Direct Current Stimulation, " Annual Symposium of Taiwanese Society of Biomedical Engineering (TSBME), Hualien, Taiwan, November 8- 9, 2025.
Yun-Syuan Yang, Zi-Ping Huang, and Yuan-Pin Lin*, "Exploring the Anxiety State on the Construction of a Personalized EEG-based Emotional Model, " Annual Symposium of Taiwanese Society of Biomedical Engineering (TSBME), Hualien, Taiwan, November 8- 9, 2025.
Jia-Wen Huang, Yi-Hsiang Lien, and Yuan-Pin Lin*, "Validating a Self-developed Wearable LEGO-like EEG Headset by a Cognitive Workload Recognition Task, " Taiwan Society of Cognitive Neuroscience Annual Meeting, Kaohsiung, Taiwan, January 26-27, 2024.
Zi-Ping Huang, Hung-Yuan Huang, and Yuan-Pin Lin*, "Alleviating the Impact of Psychophysiological Modulations on Emotion Recognition Using Transfer Learning, " Annual Symposium of Taiwanese Society of Biomedical Engineering (TSBME), Taoyuan, Taiwan, November 11 - 12, 2023 (oral presentation).
Jia-Wen Huang, Yi-Hsiang Lien, and Yuan-Pin Lin*, "Validating a Laboratory-Developed Wearable LEGO-like Electroencephalogram Headset Using Event-Related Potentials of Working Memory, " Annual Symposium of Taiwanese Society of Biomedical Engineering (TSBME), Taoyuan, Taiwan, November 11 - 12, 2023.
Yi-Hsiang Lien, Shang-You Yang, and Yuan-Pin Lin*, "Design and Validation of Wearable LEGO-like Electroencephalogram Headset, " Taiwan Symposium on Biomedical Engineering (TSBME), Taichung, Taiwan, November 19-20, 2021.
Yao-Hong Huang, Yuan-Pin Lin*, and Hung-Wei Yang, "Novel Mussel Structure-like Conductive Hydrogel Electrode for Electroencephalogram Measurement, " Taiwan Symposium on Biomedical Engineering (TSBME), Taichung, Taiwan, November 19-20, 2021 (oral presentation).
Yi-Lu Tsai, Yi-Wei Shen, and Yuan-Pin Lin*, "Toward a Real-life Affective Brain-Computer Interface Framework, " Taiwan Symposium on Biomedical Engineering (TSBME), Taipei, Taiwan, August 16-19, 2019.
Yi-Wei Shen and Yuan-Pin Lin*, " Exploring EEG Spatio-spectral Oscillations of Emotional Responses along Days, " Taiwan Symposium on Biomedical Engineering (TSBME), Chungli, Taiwan, Nov. 17-18, 2018.
Kai-Chiang Chuang, Yi-Wei Shen, Yi-Li Tseng, and Yuan-Pin Lin*, "Developing a Portable EEG Platform for Real-life Applications: Preliminary Demonstration, " Symposium on Engineering, Medicine, and Biology Applications (SEMBA'17), Hsinchu, Taiwan, April 28-30, 2017 (oral presentation).
Yuan-Pin Lin, Jan-Rung Hsu, Wei-Yun Hong, Yi-Hsiang Lien and Shang-You Yang, "Plug-and-Play Brain Activity Interaction Module and Application of Brain Activity Interaction System therewith, " Taiwan Patent Application, 2025 (I910031).
Yuan-Pin Lin, Wei-Che Lin, Shin-Yuan Huang, Cheng-Hsien Lu, Yueh-Sheng Chen, and Wei-Jen Chen, "System and Method for Assessing Movement Disorders in Parkinson's Disease Using Brain Activity, " Taiwan Patent Application, 2024 (I846436).
Yuan-Pin Lin, Wei-Che Lin, Kai-Chiang Chuang, Hsing-Yi Liang, Cheng-Hsien Lu, and Yih-Ru Wu, "A Method For Evaluating Parkinson's Disease Related Impulse Control Disorder via Brainwave and a System Thereof, " Taiwan Patent Application, 2022 (I751772).
Yuan-Pin Lin, "Assembled Holder Structure for Positioning Brain Activity Sensors, " Taiwan Patent Application, M568690, 2018.