| Title |
Authors |
| Decoding Action Planning of three-dimensional Movements Using Electrocorticographic signals | Yu Jin Yang, June Sic Kim, Chun Kee Chung |
| A Comparative Study on the Change in the Motor Imagery Classification Performance of Common Spatial Pattern According to Signal Quality Degradation | Halim Jang, Seung-Bo Lee |
| A Channel Selection Method for Motor Imagery EEG Based on Fisher Score of OVR-CSP | Wei Mu, Junkongshuai Wang, Lu Wang, Pengchao Wang, Jiaguan Han, Lan Niu, Jianxiong Bin, Lusheng Liu, Jing Zhang, Lihua Zhang, Xiaoyang Kang |
| Generative Adversarial Networks for Electroencephalogram Signal Analysis: A Review | Junkongshuai Wang, Wei Mu, Aiping Wang, Lu Wang, Jiaguan Han, Pengchao Wang, Lan Niu, Jianxiong Bin, Lihua Zhang, Xiaoyang Kang |
| Reference Bank Multi-feature Extraction for EEG-based Concentration Discrimination | Jin Woo Choi, Jaehoon Choi, Sungho Jo |
| Automatic Sleep Stage Classification Method based on Transformer-in-Transformer | Moogyeong Kim, Koohong Jung, Wonzoo Chung |
| Epoch-level and Sequence-level Multi-Head Self-Attention-based Sleep Stage Classification | Koohong Jung, Moogyeong Kim, Wonzoo Chung |
| Sleep-CMKD: Self-Attention CNN/Transformer Cross-Model Knowledge Distillation for Automatic Sleep Staging | Hyounggyu Kim, Moogyeong Kim, Wonzoo Chung |
| Multi-class Motor Imagery Classification using Multi-class SVM with Multi-band Riemannian Tangent Space Mapping | Jinhyo Shin, Wonzoo Chung |
| Changes in Power and Information Flow in Resting-state EEG by Working Memory Process | Gi-Hwan Shin, Young-Seok Kweon, Heon-Gyu Kwak |
| Implantable brain-computer interface based on printing technology | Lusheng Liu, Bo Wen, Minjie Wang, Aiping Wang, Jing Zhang, Yuan Zhang, Song Le, Lihua Zhang, Xiaoyang Kang |
| Light Radiation Simulation of Micro-LED Array for the Optical Neural Interface Targeted Cerebral Cortex in Rhesus Monkey | Lusheng Liu, Wenlei Zhang, Bo Wen, Minjie Wang, Aiping Wang, Jing Zhang, Yuan Zhang, Song Le, Haifeng Jiang, Rongwei Zhai, Lihua Zhang, Xiaoyang Kang |
| Hybrid Paradigm-based Brain-Computer Interface for Robotic Arm Control | ByeongHoo- Lee, Jeong-Hyun Cho, Byoung-Hee Kwon |
| Channel Optimized Visual Imagery based Robotic Arm Control under the Online Environment | Byoung-Hee Kwon, Byeong-Hoo Lee, Jeong-Hyun Cho |
| Target-centered Subject Transfer Framework for EEG Data Augmentation | Kang Yin, Byeong-Hoo Lee, Byoung-Hee Kwon, Jeong-Hyun Cho |
| Hierarchical Transformer for Brain Computer Interface | Deny Permana, Choi Kae Won |
| Distribution of electrical stimulation current of a minimally invasive endovascular stent-electrode | Bo Wen, Jing Zhang, Minjie Wang, Lusheng Liu, Yuan Zhang, Aiping Wang, Lihua Zhang, Xiaoyang Kang |
| Classification of Distraction Levels Using Hybrid Deep Neural Networks From EEG Signals | Dae-Hyeok Lee, Sung-Jin Kim, Yeon-Woo Choi |
| CropCat: Data Augmentation for Smoothing the Feature Distribution of EEG Signals | Sung-Jin Kim, Dae-Hyeok Lee, Yeon-Woo Choi |
| Investigation of stealing passwords stored in human brain Using hemodynamic responses measured by fNIRS | SuJin Bak, Jichai Jeong |
| Removing EOG Artifacts from the Resting State EEG Signal of Methamphetamine Addicts by ICA Algorithms | Gege Zhan, Haolong Su, Pengchao Wang, Lan Niu, Jianxiong Bin, Mu Wei, Xueze Zhang, Haifeng Jiang, Lihua Zhang, Xiaoyang Kang |
| Effects of Input Neuron Mapping Coordinates in Spiking Neural Network on the Motor Imagery EEG Signals Classification | Gege Zhan, Haolong Su, Pengchao Wang, Lan Niu, Jianxiong Bin, Wei Mu, Xueze Zhang, Haifeng Jiang, Lihua Zhang, Xiaoyang Kang |
| On the Effect of Size and Contrast of the SSVEP Visual Stimuations on Classification Accuracy and User-Friendliness in Virtual Reality | Hakim Si-Mohammed, Christian Holz, Andrew Wilson, Hannes Gamper, Adrian KC Lee, Dimitra Emmanouilidou , Ed Cutrell, Ivan Tashev |
| Enhancing Motor Imagery EEG Signal Classification with Simplified GoogLeNet | Lu Wang, Junkongshuai Wang, Wei Mu, Lusheng Liu, Jiaguan Han, Haolong Su |
| Feature Selection Based on Layer-Wise Relevance Propagation for EEG-based MI classification | Hyeonyeong Nam, Jun-Mo Kim, Tae-Eui Kam |
| Development of Personalized Sleep Induction System based on Mental States | Young-Seok Kweon, Gi-Hwan Shin, Heon-Gyu Kwak |
| Calibration-Free Driver Drowsiness Classification based on Manifold-Level Augmentation | Dong-Young Kim, Dong-Kyun Han, Hye-Bin Shin |
| High Accuracy Silent Speech BCI Using Compact Deep Learning Model for Edge Computing | Nobuaki Kobayashi, Tomoya Nemoto, Takahiro Morooka |
| Hidden Markov Model based Similarity Measure for Analysis of Sleep Staging Patterns | Seungwoo Jeong, Eunjin Jeon, Heung-Il Suk |
| Subject-Independent Classification of Brain Signals using Skip Connections | Soowon Kim, Ji-Won Lee, Young-Eun Lee, Seo-Hyun Lee |
| Channel-Awared Self-Supervised Learning for EEG-based BCI | Sangmin Jo, Jaehyun Jeon, Seungwoo Jeong, Heung-Il Suk |
| Siamese Sleep Transformer For Robust Sleep Stage Scoring With Self-knowledge Distillation and Selective Batch Sampling | Heon-Gyu Kwak, Young-Seok Kweon, Gi-Hwan Shin |
| Towards Brain-based Bare-Handed Interface for Communication and Control by Skin Touch | Myoung-Ki Kim, Jeong-Hyun Cho, Hye-Bin Shin, Seong-Whan Lee |
| Subject-Transfer with Subject-Specific Fine-Tuning Based on Multi-Model CNN for Motor Imagery Brain-Computer Interface | Ji-Hyeok Jeong, Dong-Jin Sung, Keun-Tae Kim, Song Joo Kim, Dong-Joo Kim, Hyungmin Kim |
| S2S-StarGAN: Signal-to-Signal Translation Method based on StarGAN to Generate Artificial EEG for SSVEP-based Brain-Computer Interfaces | Jinuk Kwon, Jihun Hwang, Chang-Hwan Im |
| EEG-Based Multioutput Classification of Sleep Stage and Apnea Using Deep Learning | Donghyeok Jo, Choel-Hui Lee, Hakseung Kim, Hayom Kim, Jung Bin Kim, Dong-Joo Kim |
| Intrpretability of Hybrid Feature Using Graph Neural Networks from Mental Arithmetic Based EEG | Min-Kyung Jung, Hakseung Kim, Seho Lee, Jung Bin Kim, Dong-Joo Kim |
| Reservoir Splitting method for EEG-based Emotion Recognition | Anubhav , Kantaro Fujiwara |
| Explainable Deep Learning for Brain-Computer Interfaces through Layerwise Relevance Propagation | Vladislav Mun, Berdakh Abibullaev |
| Cognitive-switch detection for un-cued SSVEP BCI speller | Heegyu Kim, Kyungho Won, Minkyu Ahn, Sung Chan Jun |
| Towards Developing Novel and Intuitive Brain-based Control Interface via On-skin Input | Hye-Bin Shin, Myoung-Ki Kim, Jeong-Hyun Cho |
| The Effect of Wireless Communication Interference on Wireless BCI | Dong-uk Kim, Jaeyong Lee, Minju Kim, Jongsu Kim, Jongmin Lee, Dojin Heo, Sung-Phil Kim |
| Effect of Grasping Speed for Action Observation During Wearable Robotic Glove-Based Motor Imagery Training | Chaeeun Hwang, Jin Woo Choi, Sungho Jo |
| Direct cortical stimulation for inducing Artificial Speech Perception: A Preliminary Study | Yirye Hong, June Sic Kim, Chun Kee Chung |
| Subject-Aware User State Classification with Deep Learning Models: An Exploratory Study | Haram Kwon, Jaehoon Choi, Jin Woo Choi, Sungho Jo |
| Speech Synthesis from Brain Signals Based on Generative Model | Young-Eun Lee, Seo-Hyun Lee, Soowon Kim, Sang-Ho Kim, Jung-Sun Lee, Seong-Whan Lee |
| Decoding Multi-class Motor-related Intentions with User-optimized and Robust BCI System Based on Multimodal Dataset | Jeong-Hyun Cho, Byoung-Hee Kwon, Byeong-Hoo Lee |
| Effect of Spoken Speech in Decoding Imagined Speech from Non-Invasive Human Brain Signals | Seo-Hyun Lee, Young-Eun Lee, Soowon Kim, Byung-Kwan Ko, Seong-Whan Lee |
| Source-free Subject Adaptation for EEG-based Visual Recognition | Pilhyeon Lee, Seogkyu Jeon, Sunhee Hwang, Minjung Shin, Hyeran Byun |
| Subject-Independent Brain-Computer Interfaces with Open-Set Subject Recognition | Dong-Kyun Han, Geun-Deok Jang, Dong-Young Kim |
| Event-related potentials-based authentication system by using AR glasses | Hanbyul Jang, Sangin Park, Jincheol Woo, Jihyeon Ha, Laehyun Kim |
| Hybrid approach of SSVEP and EEG-based eye gaze tracking for enhancing BCI performance | Yaeeun Han, Sangin Park, Jihyeon Ha, Laehyun Kim |
