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Title Authors
Decoding 3D Representation of Visual Imagery EEG using Attention-based Dual-Stream Convolutional Neural NetworkHyung 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 DisplayChang-Hwan Im, Min-Su Kim, Hyerin Nam, Seonghun Park
Goal-Driven Atari EnvironmentEunsong Jo, Myeong Hyeon Kim, Sang Wan Lee
Enhancing the Performance of P300-based BCIs by tDCS of the Left VL-PFCNetiwit Kaongoen, Jonghee Jeon, Sungho Jo
A Factorization Approach for Motor Imagery ClassificationByeong-Hoo Lee, Byung-Hee Kwon, Jeong-Hyun Cho
Decoding Visual Imagery from EEG Signals using Visual Perception Guided Network Training MethodByoung-Hee Kwon, Jeong-Hyun Cho, Byeong-Hoo Lee, Ji-Hoon Jeong
Differential EEG Characteristics during Working Memory Encoding and Re-encodingGi-Hwan Shin, Young-Seok Kweon
Possibility of Sleep Induction using Auditory Stimulation based on Mental StatesYoung-Seok Kweon, Gi-Hwan Shin
Recognition of Tactile-related EEG Signals Generated by Self-touchMyoung-Ki Kim, Jeong-Hyun Cho, Hye-Bin Shin
Introduction of Beat Oscillation to Improve the Performance of Music BCI DecoderYoumin Shin, Jii Kwon, June Sic Kim, Chun Kee Chung
Interpretable Convolutional Neural Networks for Subject-Independent Motor Imagery ClassificationJi-Seon Bang, Seong-Whan Lee
Classification Performances due to Asymmetric Nonlinear Weight Updates in Analog Artificial Synapse-Based Hardware Neural NetworksYeon Pyo, Sahn Nahm, Jichai Jeong
Denoising of EEG Signal Using Permutation Entropy and Source ImagingTao 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 InterfaceWei 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 recognitionAiping 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 studyColin Simon, Kathy Ruddy
EEG reactivity changes captured via mobile BCI device following tDCS intervention – a pilot in disorders of consciousness (DOC) patientsNeta B Maimon, Lior Molcho, Efrain Jaul, Nathan Intrator, Jeremy Barron, Oded Meiron
Motor Imagery EEG Signal Classification for Stroke Survivors RehabilitationAlex E. Voinas, Rig Das, Muhammad Ahmed Khan, Iris Brunner, Sadasivan Puthusserypady
Decoding High-level Imagined Speech using Attention-based Deep Neural NetworksDae-Hyeok Lee, Sung-Jin Kim, Keon-Woo Lee
An Ensemble of Convolutional Neural Networks for Zero-Calibration ERP-Based BCIsIrina Dolzhikova, Berdakh Abibullaev, Amin Zollanvari
Continuous Riemannian Geometric Learning for Sleep Staging ClassificationSeungwoo Jeong, Wonjun Ko, AhmadWisnu Mulyadi, Heung-Il Suk
Decoding Continual Muscle Movements Related to Complex Hand Grasping from EEG SignalsJeong-Hyun Cho, Byoung-Hee Kwon, Byeong-Hoo Lee, Seong-Whan Lee
Decoding the Performance of a Memory Task Using Single-trial Intracranial EEGHyung-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 comorbiditiesMiseon Shim, Seung-Hwan Lee, Han-Jeong Hwang
Individual Differences in Motor Imagery BCIs: a Study of Gender, Mental States and Mu SuppressionMaryam Alimardani, Diana-Eliza Gherman
Importance of the Quantitative Change of EEG Theta/Beta Ratio Between Preparation and Motor Imagery: Correlation with the Performance of ClassificationJoung-Woo Hyung, Seho Lee, Hakseung Kim, Dong-Joo Kim
Confidence-Aware Subject-to-Subject Transfer Learning for Brain-Computer InterfaceDong-Kyun Han, Serkan Musellim, Dong-Young Kim, Ji-Hoon Jeong
Investigation on Effect of Speech Imagery EEG Data Augmentation with Actual SpeechJaehoon Choi, Netiwit Kaongoen, Sungho Jo
Vision Combined with MI-Based BCI in Soft Robotic Glove ControlHaram Kwon, Chae Eun Hwang, Sungho Jo
EEG-Transformer: Self-attention from Transformer Architecture for Decoding EEG of Imagined SpeechYoung-Eun Lee, Seo-Hyun Lee
Use of Brain-Computer Interfaces in Different Postures for Daily Living ApplicationsDojin Heo, Minju Kim, Jongsu Kim, Yun Joo Choi, Sung-Phil Kim
CovMix: Covariance Mixing Regularization for Motor Imagery DecodingGeorgios Zoumpourlis, Ioannis Patras
Toward Imagined Speech based Smart Communication System: Potential Applications on Metaverse ConditionsSeo-Hyun Lee, Young-Eun Lee, Seong-Whan Lee
Implementation of a closed-loop BCI system for real-time speech synthesis under clinical constraintsKevin 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-BCIsJi-Hyeok Jeong, Keun-Tae Kim, Song Joo Lee, Dong-Joo Kim, Hyungmin Kim
Investigating Visual Imagery as a BCI Control Strategy: A Pilot StudyJustin 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 featuresMaxim 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 EEGCorentin Piozin, Brice Lavrard, Catherine Simon, Jean-Yves Audran, Florian Waszak, Selim Eskiizmirliler
Inter-subject Contrastive Learning for Subject Adaptive EEG-based Visual RecognitionPilhyeon Lee, Sunhee Hwang, Jewook Lee, Minjung Shin, Seogkyu Jeon, Hyeran Byun
Multi-subject unsupervised transfer with weighted subspace alignment for common spatial patternsZhining Chen, Mahta Mousavi, Virginia de Sa
Evolutionary Reinforcement Learning for Automated Hyperparameter Optimization in EEG ClassificationDong-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 interfaceYoung Ho Kang, Dongjae Kim, Sang Wan Lee
Motor Imagery Classification based on Multi-Kernel CNN with the amalgamated Cross Entropy LossJinhyo Shin, Wonzoo Chung


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Last update: 10, Oct. 2022