| Title |
Authors |
| Decoding 3D Representation of Visual Imagery EEG using Attention-based Dual-Stream Convolutional Neural Network | Hyung ju Ahn, Dae hyeok Lee |
| Development of an In-Car Environment Control System Using an SSVEP-based BCI with Visual Stimuli Presented on a Head-Up Display | Chang-Hwan Im, Min-Su Kim, Hyerin Nam, Seonghun Park |
| Goal-Driven Atari Environment | Eunsong Jo, Myeong Hyeon Kim, Sang Wan Lee |
| Enhancing the Performance of P300-based BCIs by tDCS of the Left VL-PFC | Netiwit Kaongoen, Jonghee Jeon, Sungho Jo |
| A Factorization Approach for Motor Imagery Classification | Byeong-Hoo Lee, Byung-Hee Kwon, Jeong-Hyun Cho |
| Decoding Visual Imagery from EEG Signals using Visual Perception Guided Network Training Method | Byoung-Hee Kwon, Jeong-Hyun Cho, Byeong-Hoo Lee, Ji-Hoon Jeong |
| Differential EEG Characteristics during Working Memory Encoding and Re-encoding | Gi-Hwan Shin, Young-Seok Kweon |
| Possibility of Sleep Induction using Auditory Stimulation based on Mental States | Young-Seok Kweon, Gi-Hwan Shin |
| Recognition of Tactile-related EEG Signals Generated by Self-touch | Myoung-Ki Kim, Jeong-Hyun Cho, Hye-Bin Shin |
| Introduction of Beat Oscillation to Improve the Performance of Music BCI Decoder | Youmin Shin, Jii Kwon, June Sic Kim, Chun Kee Chung |
| Interpretable Convolutional Neural Networks for Subject-Independent Motor Imagery Classification | Ji-Seon Bang, Seong-Whan Lee |
| Classification Performances due to Asymmetric Nonlinear Weight Updates in Analog Artificial Synapse-Based Hardware Neural Networks | Yeon Pyo, Sahn Nahm, Jichai Jeong |
| Denoising of EEG Signal Using Permutation Entropy and Source Imaging | Tao Fang, Wei Mu, Zuoting Song, Song Le, Yuan Zhang, Xueze Zhang, Gege Zhan, Junkongshuai Wang, Lihua Zhang, Jianxiong Bin, Lusheng Liu, Pengchao Wang, Xiaoyang Kang |
| EEG Channel Selcetion Methods for Motor Imagery in Brain Computer Interface | Wei Mu, Junkongshuai Wang, Tao Fang, Pengchao Wang, Lusheng Liu, Aiping Wang, Lan Niu, Jianxiong Bin, Jing Zhang, Jie Jia, Lihua Zhang, Xiaoyang Kang |
| SEEG signal processing methods in the application of epilepsy recognition | Aiping Wang, Junkongshuai wang, Lusheng Liu, Wei Mu, Pengchao Wang, Jing Zhang, Zuoting Song, Yuan Zhang, Gege Zhan, Xuze Zhang, Lihua Zhang, Xiaoyang Kang |
| A wireless, wearable Brain-Computer Interface for at-home neuro-rehabilitation; A feasibility study | Colin Simon, Kathy Ruddy |
| EEG reactivity changes captured via mobile BCI device following tDCS intervention – a pilot in disorders of consciousness (DOC) patients | Neta B Maimon, Lior Molcho, Efrain Jaul, Nathan Intrator, Jeremy Barron, Oded Meiron |
| Motor Imagery EEG Signal Classification for Stroke Survivors Rehabilitation | Alex E. Voinas, Rig Das, Muhammad Ahmed Khan, Iris Brunner, Sadasivan Puthusserypady |
| Decoding High-level Imagined Speech using Attention-based Deep Neural Networks | Dae-Hyeok Lee, Sung-Jin Kim, Keon-Woo Lee |
| An Ensemble of Convolutional Neural Networks for Zero-Calibration ERP-Based BCIs | Irina Dolzhikova, Berdakh Abibullaev, Amin Zollanvari |
| Continuous Riemannian Geometric Learning for Sleep Staging Classification | Seungwoo Jeong, Wonjun Ko, AhmadWisnu Mulyadi, Heung-Il Suk |
| Decoding Continual Muscle Movements Related to Complex Hand Grasping from EEG Signals | Jeong-Hyun Cho, Byoung-Hee Kwon, Byeong-Hoo Lee, Seong-Whan Lee |
| Decoding the Performance of a Memory Task Using Single-trial Intracranial EEG | Hyung-Tak Lee, Soyeon Jun, Jun Sic Kim, Chun Kee Chung, Han-Jeong Hwang |
| A novel neurophysiological feature based on quantifying EEG data for seperating patients in psychiatric disorders with comorbidities | Miseon Shim, Seung-Hwan Lee, Han-Jeong Hwang |
| Individual Differences in Motor Imagery BCIs: a Study of Gender, Mental States and Mu Suppression | Maryam Alimardani, Diana-Eliza Gherman |
| Importance of the Quantitative Change of EEG Theta/Beta Ratio Between Preparation and Motor Imagery: Correlation with the Performance of Classification | Joung-Woo Hyung, Seho Lee, Hakseung Kim, Dong-Joo Kim |
| Confidence-Aware Subject-to-Subject Transfer Learning for Brain-Computer Interface | Dong-Kyun Han, Serkan Musellim, Dong-Young Kim, Ji-Hoon Jeong |
| Investigation on Effect of Speech Imagery EEG Data Augmentation with Actual Speech | Jaehoon Choi, Netiwit Kaongoen, Sungho Jo |
| Vision Combined with MI-Based BCI in Soft Robotic Glove Control | Haram Kwon, Chae Eun Hwang, Sungho Jo |
| EEG-Transformer: Self-attention from Transformer Architecture for Decoding EEG of Imagined Speech | Young-Eun Lee, Seo-Hyun Lee |
| Use of Brain-Computer Interfaces in Different Postures for Daily Living Applications | Dojin Heo, Minju Kim, Jongsu Kim, Yun Joo Choi, Sung-Phil Kim |
| CovMix: Covariance Mixing Regularization for Motor Imagery Decoding | Georgios Zoumpourlis, Ioannis Patras |
| Toward Imagined Speech based Smart Communication System: Potential Applications on Metaverse Conditions | Seo-Hyun Lee, Young-Eun Lee, Seong-Whan Lee |
| Implementation of a closed-loop BCI system for real-time speech synthesis under clinical constraints | Kevin Meng, EuiYoung Kim, Simon Vogrin, Mark J. Cook, Farhad Goodarzy, David B. Grayden, Chun Kee Chung |
| CNN-based Subject-Transfer Approach for Training Minimized Lower-Limb MI-BCIs | Ji-Hyeok Jeong, Keun-Tae Kim, Song Joo Lee, Dong-Joo Kim, Hyungmin Kim |
| Investigating Visual Imagery as a BCI Control Strategy: A Pilot Study | Justin Kilmarx, Hannes Gamper, Dimitra Emmanouilidou, David Johnston, Ed Cutrell, Andrew Wilson, Ivan Tashev |
| Explainable machine learning for memory-related decoding via TabNet and non-linear features | Maxim Mametkulov, Abay Artykbayev, Darina Koishigarina, Amina Kenessova, Kamilla Razikhova, Taeho Kang, Christian Wallraven, Siamac Fazli |
| Motion prediction for the sensorimotor control of hand prostheses with a brain-machine interface using EEG | Corentin Piozin, Brice Lavrard, Catherine Simon, Jean-Yves Audran, Florian Waszak, Selim Eskiizmirliler |
| Inter-subject Contrastive Learning for Subject Adaptive EEG-based Visual Recognition | Pilhyeon Lee, Sunhee Hwang, Jewook Lee, Minjung Shin, Seogkyu Jeon, Hyeran Byun |
| Multi-subject unsupervised transfer with weighted subspace alignment for common spatial patterns | Zhining Chen, Mahta Mousavi, Virginia de Sa |
| Evolutionary Reinforcement Learning for Automated Hyperparameter Optimization in EEG Classification | Dong-Hee Shin, Dong-Hee Ko, Ji-Wung Han, Tae-Eui Kam |
| Meta-BCI: Perspectives on a role of self-supervised learning in meta brain computer interface | Young Ho Kang, Dongjae Kim, Sang Wan Lee |
| Motor Imagery Classification based on Multi-Kernel CNN with the amalgamated Cross Entropy Loss | Jinhyo Shin, Wonzoo Chung |
