BCI

Publications

2024

Jinhyo Shin, Wonzoo Chung
Channel-optimized Local Region Riemannian Approach for Motor Imagery Classification. BCI (2024)
Martin Wimpff, Mario Döbler, Bin Yang
Calibration-free online test-time adaptation for electroencephalography motor imagery decoding. BCI (2024)
Han-byul Jang, Seul-Kee Kim, Jihyeon Ha, Laehyun Kim
Early Detection of Alzheimer's Disease through Analysis of EEG Responses to Word Recognition. BCI (2024)
12th International Winter Conference on Brain-Computer Interface, BCI 2024, Gangwon, Korea, Republic of, February 26-28, 2024 BCI (2024)
Wentao Huang, Xinyue Song, Dongyang Kuang
A Hierarchical Diffusion-Convolutional Network with Node-wise Localization for EEG-NIRS-based Brain-Computer Interface. BCI (2024)
Ha-Na Jo, Young-Seok Kweon, Gi-Hwan Shin, Heon-Gyu Kwak
Relationship Between Mood, Sleepiness, and EEG Functional Connectivity by 40 Hz Monaural Beats. BCI (2024)
Hyunmin Lee, Taehun Kim, Jinung An
A Transformer Model with Spatiotemporal Input Embedding for fNIRS data-Driven Neural Decoding. BCI (2024)
Sébastien Rimbert, Valérie Marissens Cueva, Laurent Bougrain, Fabien Lotte
Prediction of Motor-Imagery-BCI performance using Median Nerve Stimulation. BCI (2024)
Gi-Hwan Shin, Young-Seok Kweon, Heon-Gyu Kwak, Ha-Na Jo
Impact of Nap on Performance in Different Working Memory Tasks Using EEG. BCI (2024)
Gaurav Mahajan, Jeevan R, Divija L, P. Deekshitha Kumari, Surabhi Narayan
Deciphering EEG Waves for the Generation of Images. BCI (2024)
Jun-Mo Kim, Soyeon Bak, Hyeonyeong Nam, WooHyeok Choi, Tae-Eui Kam
Meta-Learning-based Cross-Dataset Motor Imagery Brain-Computer Interface. BCI (2024)
Jaehyun Kim, Sungu Nam, Sangjin Jang, Youngjo Song, Byunghyuk Choi, Jaeseung Jeong
Decoding EEG Signals Both During and After Offset of Small and Short-Time Visual Target Stimulus. BCI (2024)
Jae-Eon Kang, Changha Lee, Jong-Hwan Lee
Integrated Convolutional and Graph Attention Neural Networks for Electroencephalography. BCI (2024)
Seong-Hyun Yu, Young-Min Go, Hyeong-Yeong Park, Seo-Jin Lee, Minji Lee, Ji-Hoon Jeong
Towards Motor Imagery Classification of Finger Tapping by Both Hands for Controlling a Finger-Arm Bionic Robot. BCI (2024)
Silvia Erika Kober
Can a placebo increase learning rates? Evidence from neurofeedback studies. BCI (2024)
Min-Hu Yun, Hyeonjin Jang, Sangtae Ahn, Hyun-Chul Kim
Object Detection in Surveillance Video using EEG with Domain Adaptation Approach. BCI (2024)
Hye-Bin Shin, Kang Yin, Seong-Whan Lee
Sparse Multitask Learning for Efficient Neural Representation of Motor Imagery and Execution. BCI (2024)
Koohong Jung, Wonzoo Chung
Temporal Convolutional Network-based Multi-View Sleep Staging. BCI (2024)
Byeong-Hoo Lee, Byoung-Hee Kwon, Dong-Kyun Han
Sample Dominance Aware Framework via Non-Parametric Estimation for Spontaneous Brain-Computer Interface. BCI (2024)
Seo-Hyun Lee, Young-Eun Lee, Soowon Kim, Byung-Kwan Ko, Jun-Young Kim
Neural Speech Embeddings for Speech Synthesis Based on Deep Generative Networks. BCI (2024)
Jungye Kim, Seungwoo Jeong, Jaehyun Jeon, Heung-Il Suk
Unveiling Diagnostic Potential: EEG Microstate Representation Model for Alzheimer's Disease and Frontotemporal Dementia. BCI (2024)
Chatrin Phunruangsakao, Jamiyanpurev Budsuren, Mitsuhiro Hayashibe
Modulation of Alpha Band Brain Connectivity during Motor Imagery via Bimanual Motor Training. BCI (2024)
Suleman Rasheed, James D. Bennett, Peter E. Yoo, Nicholas L. Opie, Anthony N. Burkitt, David B. Grayden
Comparing cardiac artifact removal algorithms for endovascular brain-computer interface recordings. BCI (2024)
Eunji Won, Seongyeon Lim, Yeomin Kim, Suh-Yeon Dong
Real-Time BCI System for Target Detection. BCI (2024)
Liang Shen, Bo Wen, Zihua Chen, Minjie Wang, Linlin Han, Bo Shen, Kai Cao, Lihua Zhang, Jianjun Wu, Xiaoyang Kang
Revolutionizing Intrusive Neural Interfaces: Vascular Stent-Based Neural Electrodes. BCI (2024)
Yerim Huh, Ray Kim, Ja Hyung Koo, Yun Kwan Kim, Kwang-No Lee, Minji Lee
Automatic Sleep Stage Classification Based on Deep Learning for Multi-channel Signals. BCI (2024)
Young-Eun Lee, Seo-Hyun Lee, Soowon Kim, Jung-Sun Lee, Deok-Seon Kim
Enhanced Generative Adversarial Networks for Unseen Word Generation from EEG Signals. BCI (2024)
Minju Kim, Donghyeok Jo, In-Nea Wang, Hakseung Kim, Jung-Bin Kim, Dong-Joo Kim
Enhancing Everyday Seizure Detection: A Channel Reduction Approach. BCI (2024)
HyoSeon Choi, ChaeEun Woo, JiYun Kong, Byung Hyung Kim
Multi-Output Regression for Integrated Prediction of Valence and Arousal in EEG-Based Emotion Recognition. BCI (2024)
Tomko Settgast, Andrea Kübler
Brain Criticality and its Relation to BCI Operation. BCI (2024)
Moogyeong Kim, Wonzoo Chung
Convolutional Transformer-in-Transformer for Automatic Sleep Stage Classification. BCI (2024)
David A. Boas, Alexander von Lühmann, Meryem A. Yücel, Matthew Ning, Sudan Duwadi, Kamal Sen, Antonio Ortega-Martinez, Joe O'Brien, Laura Carlton, Bernhard Zimmermann
Advances in Wearable High Density fNIRS and Utility for BCI. BCI (2024)
Masashi Sugiyama
Overcoming Continuous Distribution Shifts: Challenges in Online Machine Learning. BCI (2024)
Klaus-Robert Müller
Deep Learning made transferable: studying Brain decoding. BCI (2024)
Heon-Gyu Kwak, Sung-Jin Kim, Hyeon-Taek Han, Ji-Hoon Jeong
Influence of Video Dynamics on EEG-based Single-Trial Video Target Surveillance System. BCI (2024)
Dong-Young Kim, Dong-Kyun Han, Seo-Hyeon Park, Geun-Deok Jang
Improving Generalization of Drowsiness State Classification by Domain-Specific Normalization. BCI (2024)
Dong-Kyun Han, Sung-Jin Kim, Heon-Gyu Kwak, Byoung-Hee Kwon, Byeong-Hoo Lee, Seong-Whan Lee
EEG-Based Target Recognition for Multi-camera Surveillance Systems. BCI (2024)
Payam S. Shabestari, Tobias Kleinjung, Fabian Schmidt, Patrick Neff
Parameterized Cortical Power Spectra as a Novel Neural Feature for Real Time BCI. BCI (2024)
Qingya Li, Zhiwei Zhang
A Signal Acquisition Approach for Implantable Brain-Machine Interface System. BCI (2024)
Young-Seok Kweon, Gi-Hwan Shin, Heon-Gyu Kwak, Ha-Na Jo
Multi-Signal Reconstruction Using Masked Autoencoder From EEG During Polysomnography. BCI (2024)
Sung-Jin Kim, Heon-Gyu Kwak, Hyeon-Taek Han, Dae-Hyeok Lee, Ji-Hoon Jeong
A Distributed Inference System for Detecting Task-wise Single Trial Event-Related Potential in Stream of Satellite Images. BCI (2024)
Sungu Nam, Sang Jin Jang, Youngjo Song, Byunghyuk Choi, Jaehyun Kim, Jaeseung Jeong
The Impact of Mini-batch Design on EEG Classification in Anomaly Detection for Video Surveillance. BCI (2024)
Soowon Kim, Seo-Hyun Lee, Young-Eun Lee, Ji-Won Lee, Ji-Ha Park, Peter Kazanzides, Seong-Whan Lee
Brain-Driven Representation Learning Based on Diffusion Model. BCI (2024)
Pamela K. Douglas, Garrett Blair
Towards a white matter ephaptic coupling model of 1/f spectra. BCI (2024)
Yong Jeon Cheong, Jihyun Bae, Seonkyoung Lee, Ro Ji Hyeong, Hirotaka Kosaka, Ilwoo Lyu, Minyoung Jung
Prediction of autism spectrum disorder using epigenetic, brain, and sensory behavioral factors. BCI (2024)
Konrad P. Kording
Neural decoding for BCI: the objectives, principles and the future. BCI (2024)
Changha Lee, Jae-Eon Kang, Jong-Hwan Lee
Binaural Beats Modulated Affected Emotions: Evidence From Simultaneous Electroencephalography-Functional MRI Study. BCI (2024)
Dae-Hyeok Lee, Sung-Jin Kim, Si-Hyun Kim
Decoding EEG-based Workload Levels Using Spatio-temporal Features Under Flight Environment. BCI (2024)
Xin Xu, Sang Wan Lee
Decoding Human Prediction Errors for Human-Robot Value Alignment. BCI (2024)
Kang Yin, Hye-Bin Shin, Hee-Dong Kim
Pioneering EEG Motor Imagery Classification Through Counterfactual Analysis. BCI (2024)