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BCI 2021: Gangwon, Korea
- 9th International Winter Conference on Brain-Computer Interface, BCI 2021, Gangwon, South Korea, February 22-24, 2021. IEEE 2021, ISBN 978-1-7281-8485-2
- Seungjin Choi:
Meta-learning: Towards Fast Adaptation in Multi-Subject EEG Classification. 1 - Jinwoo Lee, Wonzoo Chung:
Motor Imagery Classification using local region CSP features with high-gamma band. 1-4 - Zuoting Song, Tao Fang, Jing Ma, Yuan Zhang, Song Le, Gege Zhan, Xueze Zhang, Shouyan Wang, Hui Li, Yifang Lin, Jie Jia, Lihua Zhang, Xiaoyang Kang
:
Evaluation and Diagnosis of Brain Diseases based on Non-invasive BCI. 1-6 - Kyungho Won
Selective Subject Pooling Strategy to Achieve Subject-Independent Motor Imagery BCI. 1-4 - Dong-Hee Ko, Dong-Hee Shin, Tae-Eui Kam:
Attention-based spatio-temporal-spectral feature learning for subject-specific EEG classification. 1-4 - Sang Jin Jang, Jaeseung Jeong, Yu Jin Yang, June Sic Kim
Decoding trajectories of imagined hand movement using electrocorticograms for brain-machine interface. 1-4 - Andy Partovi, Seyed Mehrshad Hosseini, Milad Soleymani, Kiana Liaghat, Soroush Ziaee, Erfan Habibi Panah Fard, Sahand Sadeghpour Vajdi, Farhad Goodarzy:
A Deep Learning Algorithm for Classifying Grasp Motions using Multi-session EEG Recordings. 1-6 - Myoung-Ki Kim, Jeong-Hyun Cho, Ji-Hoon Jeong:
Classification of Tactile Perception and Attention on Natural Textures from EEG Signals. 1-5 - Choel-Hui Lee, Hyun-Ji Kim, Jae-Wook Heo, Hakseung Kim, Dong-Joo Kim:
Improving Sleep Stage Classification Performance by Single-Channel EEG Data Augmentation via Spectral Band Blending. 1-5 - Minju Kim, Yun-Joo Choi, Jongsu Kim, Sung-Phil Kim:
The effect of video distraction on a visual P300 BCI. 1-5 - Han-Jeong Hwang:
Brain-Computer Interface Based on Ear-EEG. 1-3 - Simon Dahl Thorsager Olesen, Rig Das
Hybrid EEG-EOG-based BCI system for Vehicle Control. 1-6 - Kana Miyamoto, Hiroki Tanaka
Emotion Estimation from EEG Signals and Expected Subjective Evaluation. 1-6 - Seo-Hyun Lee, Minji Lee, Seong-Whan Lee:
Functional Connectivity of Imagined Speech and Visual Imagery based on Spectral Dynamics. 1-6 - Sang-Joon Kim, Byoung-Hee Kwon, Ji-Hoon Jeong:
Intuitive Visual Imagery Decoding for Drone Swarm Formation Control from EEG Signals. 1-6 - Chang Liu, Dingguo Yu, Jiefang Zhang, Songyun Xie:
A Utility Human Machine Interface Using Low Cost EEG Cap and Eye Tracker. 1-5 - Byung Hyung Kim
Rank-based Discriminative Feature Learning for Motor Imagery Classification in EEG signals. 1-4 - Seunghui Cha, Junmo Yang, Jinung An:
Does FES Contribute to Cognitive Motor Task Discrimination?: An fNIRS study. 1-3 - Seungwoo Jeong
Fine-grained Temporal Attention Network for EEG-based Seizure Detection. 1-4 - Bonseok Koo, Da-Hye Kim, Jihyeon Ha
An approach for assessing arousal characteristics of ASMR using electroencephalographic power. 1-3 - Jin Woo Choi, Byung Hyung Kim
Asynchronous Motor Imagery Brain-Computer Interface for Simulated Drone Control. 1-5 - Netiwit Kaongoen, Jaehoon Choi, Sungho Jo:
Transcranial Direct-Current Stimulation Effect on a Speech-Imagery-based BCI. 1-5 - Kassymzhomart Kunanbayev
Deep Transfer Learning for Subject-Independent ERP-based BCIs. 1-3 - Siyu Liu, Deyu Zhang, Min Qiao, Kai Wang, Siteng Zhao, Yuxuan Yang, Tianyi Yan:
Mind Controlled Vehicle Based on Lidar SLAM Navigation and SSVEP Technology. 1-4 - Young Eun Lee, Seong-Whan Lee:
Decoding Event-related Potential from Ear-EEG Signals based on Ensemble Convolutional Neural Networks in Ambulatory Environment. 1-5 - Hyunmi Lim, Jeonghun Ku:
Effect of repetitive neurofeedback training on brain activation during hand exercise. 1-3 - Ji Hyeok Jeong, Dong-Joo Kim, Hyungmin Kim:
Hybrid Zero-Training BCI based on Convolutional Neural Network for Lower-limb Motor-Imagery. 1-4 - Kassymzhomart Kunanbayev
Data Augmentation for P300-based Brain-Computer Interfaces Using Generative Adversarial Networks. 1-7 - Seokyun Ryun, June Sic Kim
Dynamic Frequency and Multi-site Cortical Stimulation for Inducing Artificial Somatosensation: A Preliminary Study. 1-4 - Eneo Petoku, Genci Capi:
Object Movement Motor Imagery for EEG based BCI System using Convolutional Neural Networks. 1-5 - Gi-Hwan Shin, Young-Seok Kweon, Minji Lee:
Predicting the Transition from Short-term to Long-term Memory based on Deep Neural Network. 1-5 - Minkyung Jung, Seho Lee
Phase Transition in previous Motor Imagery affects Efficiency of Motor Imagery based Brain-computer Interface. 1-4 - Dong-Kyun Han, Ji-Hoon Jeong:
Domain Generalization for Session-Independent Brain-Computer Interface. 1-5 - Ramtin Alami, Andi Partovi, Farhad Goodarzy:
Exploring a Deeper Convolutional Neural Network Architecture with high dropout for Motor Imagery BCI Decoding. 1-5 - Bilal Alchalabi, Jocelyn Faubert, David R. Labbé:
Generic BCI Classifiers for Discrimination of Motor Imagery of Left/Right Steps and Forward Walking. 1-7 - Young-Seok Kweon, Heon-Gyu Kwak, Gi-Hwan Shin, Minji Lee:
Automatic Micro-sleep Detection under Car-driving Simulation Environment using Night-sleep EEG. 1-6 - Ping Tan
Multi-Filters Common Spatial Pattern with NSGA-II-Based Feature Selection in Brain-Computer Interface. 1-5 - Koji Tsuru, Atsuki Inoue:
Real-time concentration measurement through forehead cerebral blood flow dynamics using NIRS. 1-6 - Keun-Tae Kim, Junhyuk Choi, Hyungmin Kim, Song Joo Lee:
Subject-Transfer Approach based on Convolutional Neural Network for the SSSEP-BCIs. 1-3 - Jeong-Hyun Cho, Ji-Hoon Jeong, Myoung-Ki Kim, Seong-Whan Lee:
Towards Neurohaptics: Brain-Computer Interfaces for Decoding Intuitive Sense of Touch. 1-5 - Miseon Shim, Seung-Hwan Lee, Han-Jeong Hwang:
Functional connectivity-based EEG features to assist the diagnosis of post-traumatic stress disorder patients. 1-4 - Jenifer Kalafatovich, Minji Lee:
Subject-Independent Object Classification Based on Convolutional Neural Network from EEG Signals. 1-4 - Dongjae Kim, Myeong Hyeon Kim, Sang Wan Lee:
Decoding learning strategies from EEG signals provides generalizable features for decoding decision. 1-5 - Yuan Zhang, Song Le, Jialiang Guo
Removing Artifacts of Invasive Neural Recording Induced by MRI Scanning. 1-5 - Nobuaki Kobayashi, Takahiro Morooka:
Application of High-accuracy Silent Speech BCI to Biometrics using Deep Learning. 1-6 - Parisa Ghane, Narges Zarnaghinaghsh, Ulisses M. Braga-Neto:
Comparison of Classification Algorithms Towards Subject-Specific and Subject-Independent BCI. 1-6 - Dong-Kyu Kim, Young-Tak Kim, Hee-Ra Jung
Sequential Transfer Learning via Segment After Cue Enhances the Motor Imagery-based Brain-Computer Interface. 1-5 - Matthias Eidel, Wolfgang Tröger, Martin Winterholler, Thomas Giesler, Andrea Kübler:
A Tactile Brain-Computer Interface for Virtual Wheelchair Control at Home. 1-3 - Song Le, Yuan Zhang, Yifei Fu, Tao Fang, Zuoting Song, Xueze Zang, Gege Zhan, Shouyan Wang, Hui Li, Jin Tao, Jingqiu Liang, Lihua Zhang, Xiaoyang Kang
Implantable Optoelectronic Neural Interface for Optogenetics. 1-6 - Bo Wan, Bang Xiong, Jiayang Huang
A Novel SSVEP-based Word Speller Based on Sliding Multi-Window Strategy. 1-5 - Pengchao Wang, Zuoting Song, Hao Chen, Tao Fang, Yuan Zhang, Xueze Zhang, Shouyan Wang, Hui Li, Yifang Lin, Jie Jia, Lihua Zhang, Xiaoyang Kang
Application of Combined Brain Computer Interface and Eye Tracking. 1-5 - Alexandre Gramfort, Hubert J. Banville, Omar Chehab
Learning with self-supervision on EEG data. 1-2 - Byeong-Hoo Lee, Byoung-Hee Kwon, Do-Yeun Lee, Ji-Hoon Jeong:
Speech Imagery Classification using Length-Wise Training based on Deep Learning. 1-5 - Xueze Zhang, Zuoting Song, Shuang Li, Yuan Zhang, Tao Fang, Shouyan Wang, Hui Li, Yifang Lin, Jie Jia, Lihua Zhang, Xiaoyang Kang
Brain Computer Interface for the Hand Function Restoration. 1-6 - Min-Ki Kim, Jeong-woo Sohn, Sung-Phil Kim:
Decoding upper limb kinematics from primary motor cortical representations for intracortical brain-machine interfaces. 1-2 - James D. Bennett, Sam E. John, David B. Grayden, Anthony N. Burkitt:
Universal neurophysiological interpretation of EEG brain-computer interfaces. 1-6 - Youmin Shin
Proof of Beat Entrainment and its Characteristics. 1-4 - Kamal Sharma, Shri Kalyanji Maharaj:
Continuous and Spontaneous speed control of a robotic arm using SSVEP. 1-5 - Ga-Young Choi, Won-Seok Kim, Han-Jeong Hwang:
Electroencephalography-based a Motor Hotspot Identification Approach Using Deep-Learning. 1-4 - Taesoo Kim, Yejin Seo, Jisoo Lee, Sieun Chae, Jinung An:
Brain to Music: Musical Representation from Stress-Induced EEG. 1-6 - Kevin Meng
Identification of discriminative features for decoding overt and imagined speech using stereotactic electroencephalography. 1-6 - Dae-Hyeok Lee, Ji-Hoon Jeong, Hyung-Ju Ahn, Seong-Whan Lee:
Design of an EEG-based Drone Swarm Control System using Endogenous BCI Paradigms. 1-5 - Maurice Rekrut, Mansi Sharma, Matthias Schmitt, Jan Alexandersson, Antonio Krüger
Decoding Semantic Categories from EEG Activity in Silent Speech Imagination Tasks. 1-7 - Byoung-Hee Kwon, Byeong-Hoo Lee, Ji-Hoon Jeong:
Motor Imagery Classification Emphasizing Corresponding Frequency Domain Method based on Deep Learning Framework. 1-4 - Jihyeon Ha
A brain - computer interface-based meal - assist robot control system. 1-3 - Gege Zhan, Zuoting Song, Tao Fang, Yuan Zhang, Song Le, Xueze Zhang, Shouyan Wang, Yifang Lin, Jie Jia, Lihua Zhang, Xiaoyang Kang
Applications of Spiking Neural Network in Brain Computer Interface. 1-6 - SuJin Bak, Jichai Jeong, Jaeyoung Shin:
Mutual Interaction between Genders with Stress or Non-Stress by Positive Stimulus Characteristics Using fNIRS. 1-5 - Sunhee Hwang
Learning Subject-independent Representation for EEG-based Drowsy Driving Detection. 1-3 - Seonghun Park
Development of an Online Home Appliance Control System for the Elderly Based on SSVEP-Based Brain-Computer Interface: A Feasibility Study. 1-2 - Junmo Yang, Seunghui Cha, Dongwon Yun, Jinung An:
Effects of tDCS on Cortical Motor Facilitation in Performing Motor Execution. 1-5 - Ji-Seon Bang, Ji-Hoon Jeong, Dong-Ok Won:
Classification of Visual Perception and Imagery based EEG Signals Using Convolutional Neural Networks. 1-6 - Chungho Lee, Rock-Hyun Choi, Jinung An:
Deep Neural Network for Drowsiness Detection from EEG. 1-3 - Tao Fang, Zuoting Song, Lan Niu, Song Le, Yuan Zhang, Xueze Zhang, Gege Zhan, Shouyan Wang, Hui Li, Yifang Lin, Jie Jia, Lihua Zhang, Xiaoyang Kang
Recent Advances of P300 Speller Paradigms and Algorithms. 1-6 - Weixian Zhong, Sameer Alam, Yixiang Lim, Nimrod Lilith, Billy Josefsson, Jonas Lundberg, Magnus Bång:
NIRS-based Cognitive Assessment of Safety-Critical Air Traffic Operations. 1-6 - Zhengzhe Cui, Xiangxiang Fu, Xiaojiao Wan, Jianan Li, Weidong Chen, Shiqiang Zhu, Yongqiang Li:
The brain-computer interface based robot gives spinal cord injury patients a full-cycle active rehabilitation. 1-5
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