Table of Contents

• Interpreting Deep Learning Models for Multi-modal NeuroimagingKlaus-Robert Müller, Simon M. Hofmann. 1-4 [doi]
• Classification of Distraction Levels Using Hybrid Deep Neural Networks From EEG SignalsDae-Hyeok Lee, Sung Jin Kim, Yeon-Woo Choi. 1-4 [doi]
• Implantable Brain-Computer Interface Based On Printing TechnologyLusheng Liu, Bo Wen, Minjie Wang, Aiping Wang, Jing Zhang, Yuan Zhang, Song Le, Lihua Zhang, Xiaoyang Kang. 1-5 [doi]
• Development of Personalized Sleep Induction System based on Mental StatesYoung-Seok Kweon, Gi-Hwan Shin, Heon-Gyu Kwak. 1-4 [doi]
• Channel-Aware Self-Supervised Learning for EEG-based BCISangmin Jo, Jaehyun Jeon, Seungwoo Jeong, Heung-Il Suk. 1-4 [doi]
• Subject-Transfer with Subject-Specific Fine-Tuning Based on Multi-Model CNN for Motor Imagery Brain-Computer InterfaceJi Hyeok Jeong, Dong-Jin Sung, Keun-Tae Kim, Song Joo Lee, Dong-Joo Kim, Hyungmin Kim. 1-3 [doi]
• Hybrid Paradigm-based Brain-Computer Interface for Robotic Arm ControlByeong-Hoo Lee, Jeong-Hyun Cho, Byoung-Hee Kwon. 1-4 [doi]
• Reference Bank Multi-Feature Extraction for EEG-Based Concentration DiscriminationJin-Woo Choi, Jaehoon Choi, Sungho Jo. 1-5 [doi]
• S2S-StarGAN: Signal-to-Signal Translation Method based on StarGAN to Generate Artificial EEG for SSVEP-based Brain-Computer InterfacesJinuk Kwon, Jihun Hwang, Chang-Hwan Im. 1-2 [doi]
• Towards Neural Decoding of Imagined Speech based on Spoken SpeechSeo-Hyun Lee, Young Eun Lee, Soowon Kim, Byung-Kwan Ko, Seong-Whan Lee. 1-4 [doi]
• Effect of Grasping Speed During Wearable Robotic Glove-Based Motor Imagery TrainingChaeeun Hwang, Jin-Woo Choi, Sungho Jo. 1-4 [doi]
• Towards Brain-based Interface for Communication and Control by Skin TouchMyoung-Ki Kim, Jeong-Hyun Cho, Hye-Bin Shin, Seong-Whan Lee. 1-5 [doi]
• Automatic Sleep Stage Classification Method based on Transformer-in-TransformerMoogyeong Kim, Koohong Jung, Wonzoo Chung. 1-5 [doi]
• CropCat: Data Augmentation for Smoothing the Feature Distribution of EEG SignalsSung Jin Kim, Dae-Hyeok Lee, Yeon-Woo Choi. 1-4 [doi]
• High Accuracy Silent Speech BCI Using Compact Deep Learning Model for Edge ComputingNobuaki Kobayashi, Tomoya Nemoto, Takahiro Morooka. 1-6 [doi]
• Distribution of Electrical Stimulation Current of a Minimally Invasive Endovascular Stent-ElectrodeBo Wen, Jing Zhang, Minjie Wang, Lusheng Liu, Yuan Zhang, Aiping Wang, Lu Wang, Lihua Zhang, Xiaoyang Kang. 1-4 [doi]
• Enhancing Motor Imagery EEG Signal Classification with Simplified GoogLeNetLu Wang, Junkongshuai Wang, Bo Wen, Wei Mu, Lusheng Liu, Jiaguan Han, Lihua Zhang, Jie Jia, Xiaoyang Kang. 1-6 [doi]
• The Effect of Wireless Communication Interference on Wireless BCIDong-Uk Kim, Jaeyong Lee, Minju Kim, Jongsu Kim, Jongmin Lee, Dojin Heo, Sung-Phil Kim. 1-4 [doi]
• Explainable Deep Learning for Brain-Computer Interfaces through Layerwise Relevance PropagationVladislav Mun, Berdakh Abibullaev. 1-5 [doi]
• Advances in Imaging of Neural OscillationsSrikantan S. Nagarajan. 1-2 [doi]
• Feature Selection Based on Layer-Wise Relevance Propagation for EEG-based MI classificationHyeonyeong Nam, Jun-Mo Kim, Tae-Eui Kam. 1-3 [doi]
• Learning-based Sleep Quality EvaluationSeungwoo Jeong, Eunjin Jeon, Seungpyo Noh, Jinsool Lee, Hyungjin Kim, Seonguk Kim, Heung-Il Suk. 1-2 [doi]
• Revealing interpretable object representations from human visual cortex and artificial neural networksMartin N. Hebart. 1-3 [doi]
• Channel Optimized Visual Imagery based Robotic Arm Control under the Online EnvironmentByoung-Hee Kwon, Byeong-Hoo Lee, Jeong-Hyun Cho. 1-4 [doi]
• Target-centered Subject Transfer Framework for EEG Data AugmentationKang Yin, Byeong-Hoo Lee, Byoung-Hee Kwon, Jeong-Hyun Cho. 1-4 [doi]
• Sleep-CMKD: Self-Attention CNN/Transformer Cross-Model Knowledge Distillation for Automatic Sleep StagingHyounggyu Kim, Moogyeong Kim, Wonzoo Chung. 1-6 [doi]
• Effects of Input Neuron Mapping Coordinates in Spiking Neural Network on the Motor Imagery EEG Signals ClassificationGege Zhan, Haolong Su, Pengchao Wang, Lan Niu, Jianxiong Bin, Wei Mu, Xueze Zhang, Haifeng Jiang, Lihua Zhang, Xiaoyang Kang. 1-4 [doi]
• Interpretability of Hybrid Feature Using Graph Neural Networks from Mental Arithmetic Based EEGMinkyung Jung, Hakseung Kim, Seho Lee, Jung-Bin Kim, Dong-Joo Kim. 1-5 [doi]
• Speech Synthesis from Brain Signals Based on Generative ModelYoung Eun Lee, Sang-Ho Kim, Seo-Hyun Lee, Jung-Sun Lee, Soowon Kim, Seong-Whan Lee. 1-4 [doi]
• Direct Cortical Stimulation for inducing Artificial Speech Perception: A Preliminary StudyYirye Hong, June-Sic Kim, Chun Kee Chung. 1-3 [doi]
• Source-free Subject Adaptation for EEG-based Visual RecognitionPilhyeon Lee, Seogkyu Jeon, Sunhee Hwang, Minjung Shin, Hyeran Byun. 1-6 [doi]
• Authentication System Based on Event-related Potentials Using AR GlassesHan-byul Jang, Sangin Park, Jincheol Woo, Jihyeon Ha, Laehyun Kim. 1-4 [doi]
• Subject-Aware User State Classification with Deep Learning Models: An Exploratory StudyHaram Kwon, Jaehoon Choi, Jin-Woo Choi, Sungho Jo. 1-4 [doi]
• Cognitive-switch detection for un-cued SSVEP BCI spellerHeegyu Kim, Kyungho Won, Minkyu Ahn, Sung Chan Jun. 1-5 [doi]
• Multi-class Motor Imagery Classification using Multi-class SVM with Multi-band Riemannian Tangent Space MappingJinhyo Shin, Wonzoo Chung. 1-5 [doi]
• Removing EOG Artifacts from the Resting State EEG Signal of Methamphetamine Addicts by ICA AlgorithmsGege Zhan, Haolong Su, Pengchao Wang, Lan Niu, Jianxiong Bin, Wei Mu, Xueze Zhang, Haifeng Jiang, Lihua Zhang, Xiaoyang Kang. 1-5 [doi]
• Hybrid approach of SSVEP and EEG-based eye-gaze tracking for enhancing BCI performanceYaeeun Han, Sangin Park, Jihyeon Ha, Laehyun Kim. 1-4 [doi]
• Towards Developing Novel and Intuitive Brain-based Control Interface via On-skin InputHye-Bin Shin, Myoung-Ki Kim, Jeong-Hyun Cho. 1-5 [doi]
• On the Effect of Size and Contrast of the SSVEP Visual Stimuations on Classification Accuracy and User-Friendliness in Virtual RealityHakim Si-Mohammed, Christian Holz 0001, Andrew D. Wilson, Hannes Gamper, Adrian K. C. Lee, Dimitra Emmanouilidou, Edward Cutrell, Ivan Tashev. 1-6 [doi]
• Investigation of Stealing Passwords Stored in Human Brain Using Hemodynamic Responses Measured by fNIRSSuJin Bak, Jinwoo Park, Jichai Jeong. 1-2 [doi]
• A Channel Selection Method for Motor Imagery EEG Based on Fisher Score of OVR-CSPWei Mu, Junkongshuai Wang, Lu Wang, Pengchao Wang, Jiaguan Han, Lan Niu, Jianxiong Bin, Lusheng Liu, Jing Zhang, Jie Jia, Lihua Zhang, Xiaoyang Kang. 1-4 [doi]
• Changes in Power and Information Flow in Resting-state EEG by Working Memory ProcessGi-Hwan Shin, Young-Seok Kweon, Heon-Gyu Kwak. 1-5 [doi]
• Epoch-level and Sequence-level Multi-Head Self-Attention-based Sleep Stage ClassificationKoohong Jung, Moogyeong Kim, Wonzoo Chung. 1-6 [doi]
• Hierarchical Transformer for Brain Computer InterfacePermana Deny, Kae Won Choi. 1-5 [doi]
• Correlation between Neurophysiological Measures of Consciousness and BCI Performance in a Locked-in PatientTomko Settgast, Federico Zilio, Andrea Kübler, Georg Northoff. 1-6 [doi]
• Decoding Action Planning of three-dimensional Movements Using Electrocorticographic signalsYu-Jin Yang, June-Sic Kim, Chun Kee Chung. 1-3 [doi]
• EEG-Based Multioutput Classification of Sleep Stage and Apnea Using Deep LearningDonghyeok Jo, Choel-Hui Lee, Hakseung Kim, Hayom Kim, Jung-Bin Kim, Dong-Joo Kim. 1-4 [doi]
• Calibration-Free Driver Drowsiness Classification based on Manifold-Level AugmentationDong Young Kim, Dong-Kyun Han, Hye-Bin Shin. 1-4 [doi]
• BrainGate: An Intracortical Brain-Computer Interface for the Restoration of Communication and Functional Independence for People with ParalysisDaniel B. Rubin, Leigh R. Hochberg. 1-3 [doi]
• Generative Adversarial Networks for Electroencephalogram Signal Analysis: A Mini ReviewJunkongshuai Wang, Wei Mu, Aiping Wang, Lu Wang, Jiaguan Han, Pengchao Wang, Lan Niu, Jianxiong Bin, Lihua Zhang, Xiaoyang Kang. 1-6 [doi]
• Siamese Sleep Transformer For Robust Sleep Stage Scoring With Self-knowledge Distillation and Selective Batch SamplingHeon-Gyu Kwak, Young-Seok Kweon, Gi-Hwan Shin. 1-5 [doi]
• Subject-Independent Classification of Brain Signals using Skip ConnectionsSoowon Kim, Ji Won Lee, Young Eun Lee, Seo-Hyun Lee. 1-4 [doi]
• Reservoir Splitting method for EEG-based Emotion RecognitionAnubhav, Kantaro Fujiwara. 1-5 [doi]
• Decoding Multi-class Motor-related Intentions with User-optimized and Robust BCI System Based on Multimodal DatasetJeong-Hyun Cho, Byoung-Hee Kwon, Byeong-Hoo Lee. 1-5 [doi]
• Subject-Independent Brain-Computer Interfaces with Open-Set Subject RecognitionDong-Kyun Han, Geun-Deok Jang, Dong Young Kim. 1-4 [doi]
• Light Radiation Simulation of Micro-LED Array for the Optical Neural Interface Targeted Cerebral Cortex in Rhesus MonkeyLusheng Liu, Wenlei Zhang, Bo Wen, Minjie Wang, Aiping Wang, Jing Zhang, Yuan Zhang, Song Le, Haifeng Jiang, Rongwei Zhai, Lihua Zhang, Xiaoyang Kang. 1-4 [doi]