| Title |
Authors |
| A BCI-Emulated Virtual Pet Companion for Adaptive Emotional and Cognitive Support |
Rexcel Cariaga, Daniela Nikka Audine |
| A Novel Machine Learning Model for Non-Invasive EEG-Based Inner-Speech Translation in ALS |
Alex Steiner |
| Parameter-Efficient Fine-Tuning of EEG Foundation Models for Plug-and-Play Motor Imagery BCIs |
Urban Sirca, Lovro Brulec, Maryam Alimardani |
| Interpretable Channel-Attention CNN for Predicting TUG Performance From Resting-State EEG in Older Adults |
Jimin Jung, Yerim Huh, Woohee Han, Hyunjin Kim, Jungsoo Lee , Minji Lee |
| Utilization of Mahalanobis Distance on Motor Imagery EEG Channel Selection |
Seungjun Lee |
| Why Go Heavy? Rethinking Visual Information Reduction in EEG-to-Image Alignment |
Sangmin Jo, Adrián Ayuso-Muñoz, Wootaek Jeong, Heung-Il Suk |
| Diagnosis of Obsessive-Compulsive Disorder using Machine Learning Methods on Latent Components of Event-Related Potentials |
Nadezhda Shanarova, Marina Pronia, Mikhail Lipkovich, Valery Ponomarev, Andreas Müller, Juri Kropotov | `
| EEG-Based Functional Connectivity Biomarkers Predict Motor Recovery after Dual-Mode Brain Stimulation in Subacute Stroke |
Yunjeong Jang, Yun-Hee Kim, Minji Lee |
| Accelerating Reinforcement Learning via Error-Related Human Brain Signals |
Suzie Kim, Hye-Bin Shin, Hyo-Jeong Jang |
| Channel Discriminability Analysis via Task-Related Projection Weights in Motor Intention Decoding |
Jingyu Ma, Hao Jia |
| Prototype-Guided Non-Exemplar Continual Learning for Cross-subject EEG Decoding |
Dan Li, Hye-Bin Shin, Yeon-Woo Chio |
| NeuroLex: A Lightweight Domain Language Model for EEG Report Understanding and Generation |
Kang Yin, Hye-Bin Shin |
| Speech Decoding from Non-invasive Brain Signals Using Generative Learning Framework |
Seo-Hyun Lee, Soowon Kim, Jun-Young Kim, Seong-Whan Lee |
| Cross-Modal Correspondence Improves ErrP Decoding in Multimodal BCIs |
Yixin Liu, Kang Yin, Hye-Bin Shin |
| Cross-Modal Consistency-Guided Active Learning for Affective BCI Systems |
Hyo-Jeong Jang, Hye-Bin Shin, Kang Yin |
| Subject-Independent Imagined Speech Detection via Cross-Subject Generalization and Calibration |
Byung-Kwan Ko, Soowon Kim, Seo-Hyun Lee |
| Confidence-Aware Neural Decoding of Overt Speech from EEG: Toward Robust Brain-Computer Interfaces |
Soowon Kim, Byung-Kwan Ko, Seo-Hyun Lee |
| Toward Robust EEG-based Intention Decoding during Misarticulated Speech in Dysarthria |
Ha-Na Jo, Jung-Sun Lee, Eunyeong Ko |
| Neurophysiological Characteristics of Adaptive Reasoning for Creative Problem-Solving Strategy |
Jun-Young Kim, Young-Seok Kweon, Gi-Hwan Shin, Seong-Whan Lee |
| Distinct Theta Synchrony across Speech Modes: Perceived, Spoken, Whispered, and Imagined |
Jung-Sun Lee, Ha-Na Jo, Eunyeong Ko |
| Lightweight Diffusion-based Framework for Online Imagined Speech Decoding in Aphasia |
Eunyeong Ko, Soowon Kim, Ha-Na Jo |
| Meta-cognitive Multi-scale Hierarchical Reasoning for Motor Imagery Decoding |
Si-Hyun Kim, Heon-Gyu Kwak, Byoung-Hee Kwon, Seong-Whan Lee |
| Multi-Task EEGNet-TCN Decoder of Motor Imagery and Cognitive State in Motor Imagery BCI |
Da-Hyeon Sim, Won-Sik Oh, Dong-Hwa Jeong |
| Toward Practical BCI: A Real-time Wireless Imagined Speech EEG Decoding System |
Ji-Ha Park, Heon-Gyu Kwak, Gi-Hwan Shin, Yoo-In Jeon, Sun-Min Park, Ji-Yeon Hwang, Seong-Whan Lee |
| Real-Time Single-Trial Decoding in a Calibration-Free P300-Based BCI Using a Compact Eight-Channel EEG Configuration |
Jongsu Kim, Chae-Eun Yoon, Seungbeom Seo, Sung-Phil Kim |
| Neural Ensemble of Thought: Toward Human-like AI through Brain-inspired Reasoning |
Hyeon-Taek Han, Dae-Hyeok Lee, Sung-Jin Kim, Seong-Whan Lee |
| EEGHGNet: A Hybrid Global Dual-Branch Attention Module for a Lightweight and Accurate Motor Imagery-based Brain-Computer Interface |
Jiajun Dai, Nobuaki Kobayashi |
| An enhanced experimental paradigm for auditory BCIs by addressing both acoustic and human factors |
Lenaïg Gueho, Laurent Bougrain, Cyril Plapous, Patrick Henaff, Rozenn Nicol |
| A Dataset Agnostic Architecture for EEG Classification: An adaptive Windowed STFT based Attention Network (AWS-AN) |
Lokhesh IL, Tanmay Tekale, B Hrulekh Nandan, Sam V George , Shashikant Patil |
| Impact of amplitude errors and uncertainties in the measurement of brain potentials through wearable EEG devices |
Pasquale Arpaia, Antonio Esposito, Enza Galasso, Fortuna Galdieri |
| Physiological state Monitoring: a Riemannian Geometry based-model |
Agathe Choplin, Thomas Rakotomamonjy, Nicolas Lantos, Laurent Perrinet, Sébastien Angellianume |
| International and National Dimensions in Ethics and Regulation of BMI/Neurotechnology |
Sung-Jin Jeong, Mitsuaki Takemi , Jeong-Woo Sohn, Tamami Fukushi |
| Confidence-Gated Phase-Amplitude Coupling: A Robust and Real-Time Algorithm for Closed-Loop Neurostimulation |
Hongyu Wang, Yuting Sun, Qixiang Sun, Xiang Gao, Fan Zhou, Kedi Xu |
| Scale as Condition: A Conditional Transformer for Motor Imagery Decoding |
Xinyue Ma, Tae-Seong Han, Hyun-Jong Kim, Hakseung Kim, Dong-Joo Kim |
| A Task-Driven Neuromodulation Paradigm for Adaptive Visual Attention in Multi-Object Tracking |
Jiahao Tang, Youjun Li, Zi-Gang Huang, Yangxuan Zheng, Xiangting Fan, Siyuan Lu, Nuo Zhang |
| Clustering-Based Detection of Driver Drowsiness with Ear-EEG |
Eray Mutlu, Matteo Saibene, Jacopo de Araujo, Esben Ahrens, Sadasivan Puthusserypady |
| Rethinking the Underexplored Role of Vision Encoder Selection in EEG-Based Visual Decoding |
Yebin Choi, Jun-Mo Kim, WooHyeok Choi, Songha Kim, Tae-Eui Kam |
| Hands, Mouth, and Mind: Distinct EEG Patterns of Speech, Motor, and Sign-Language Imagery |
Woo-Yong Jung, Hyeong-Yeong Park, Ji-Hoon Jeong |
| Detection of Fine-grained Driver Cognitive Responses for Cross-subject Deep Learning Framework |
Ah-Hyun Kim, Se-Na Jang, Hyeong-Yeong Park, Minji Lee, Ji-Hoon Jeong |
| Neural Signatures of Emotion Processing in Native and Non-native Speech Imagery |
Hyuna Roh, Hyeong-Yeong Park, Se-Na Jang, Seong-Wook Kim, Ah-Hyun Kim, Ji-Hoon Jeong |
| H-FGAT: A Hierarchical Functional Graph Attention Network for Driver Drowsiness Detection |
Hwa-Yeon Lee, Cheol-Hui Lee, Dong-Joo Kim |
| EEG Correlates of Surprise and Reward Prediction Errors in a Probabilistic Learning Task |
Sungu Nam, Seong-Ho Ahn, Kyung Yoon Jung, Sang Jin Jang, Sulgi Kim, Sang Wan Lee, Jaeseung Jeong |
| EEG-based Forward Movement and Turning MI Classification with and without Action Observation in Virtual Reality |
Pau Boncompte Carre, Laura Alejandra Martinez-Tejada, Natsue Yoshimura |
| Generative synthesis and enhancement of EEG signals for motor-BCI with a generative model |
Dahye Kim, June Sic Kim, HongJune Kim, Sun Kyung Kim, GyuWon Lee |
| Enhancing Reliability of Error-Related Potential Decoding for Multi-Agent Systems: An Offline Feasibility Study using Uncertainty Quantification |
Seong-Ho Ahn, Sungu Nam, Kyungyoon Jung, Pyeong Soo Kim, Sang Jin Jang, Sulgi Kim, Sangwan Lee, Jaeseung Jeong |
| From Movement to Manipulation: Multimodal Control of a Mobile Assistive Robot |
Chiao-Yu Hsieh, Chen-Ye Hong, Jia-Zhen Li, Pei-Chieh Yang, Yun-Chieh Hsu, Ching-Hung Tsai, Chih-Hao Hsu, Yu-Te Wang |
| Measurement and Evaluation of Psychological States in Horse Racing Spectators Using the beta/alpha Ratio of EEG Signals |
Michihiro Kubo, Kengen Koshino, Ryota Horie |
| Increase of the Beta/Alpha Ratio Induced by a Concentration Task with or without Visual Feedback in Single-User and Multi-User Systems |
Shuto Himei, Kengen Koshino, Ryota Horie |
| Inter-Session Variability in Long-Term ECoG BCIs |
Maria Justino, Felix Martel, Tetiana Aksenova |
| Frequency-dependent filter lengths to decrease latency in motor ECoG Brain-Computer Interfaces |
Mathis Etienne, Felix Martel, Tetiana Aksenova, Stephane Bonnet |
| Dual-Branch Deep Learning Framework Using EEG Frequency Ratio Features for Dementia Classification |
Dongbin Kim, Dogeun Park, Jeong-Woo Jang, Su-Yun Lee, Jong-Hee Sohn, Dong-Ok Won |
| Optimal Channel Selection for a 5-Class Imagined Vowel-based Brain-Computer Interface on Edge |
Nobuaki Kobayashi, Takuya Matsunaga |
| Improving EEG-to-image Translation with Diffusion Enhanced Generative Adversarial Networks |
Maksymilian Martys, Maryam Alimardani |
| Energy Landscape Analysis for Wearable EEG Emotion Recognition: A Multi-Dataset Evaluation |
Anubhav Anubhav, Kantaro Fujiwara |
| Define-Align-Fuse: Dual-Stream EEG-Vision Alignment using Hierarchical CLIP Representation |
Chang-Min Lee, Jun-Mo Kim, Yebin Choi, WooHyeok Choi, Tae-Eui Kam |
| Decoding Workload and Agreement From EEG During Spoken Dialogue With Conversational AI |
Lucija Mihic Zidar, Philipp Wicke, Praneel Bhatia, Rosa Lutz, Marius Klug, Thorsten O. Zander |
| RegionFormer: A Region-guided Transformer for Patient-independent Seizure Prediction using EEG |
Woohyeok Choi, Jun-Mo Kim, Yebin Choi, Songha Kim, Youmin Shin, Kyung-Il Park, Young-Gon Kim, Tae-Eui Kam |
| Leakage-Free Multi-Model Ensemble Learning for Session-to-Session Motor Imagery EEG Decoding |
Ray Kim, Yun Kwan Kim, Ji-Hoon Jeong, Minji Lee |
| Guidewires-driven Deployable Electronics for Minimally Invasive Epidural Electrocorticographic Brain-computer Interface |
Paddy Chan, Tao Zou |
| Flexible human-AI collaboration through cortical prediction errors |
Xin Xu, Yansen Wang, Dongqi Han, Dongsheng Li, Sang Wan Lee |
