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| January 15, 2018 (Monday) |
| 13:00pm~13:30pm |
Registration |
| 13:30pm~13:35pm |
Welcome Address |
| 13:35pm~14:05pm |
Session 1: Enhancing BCI
(Session Chair:
A. Kübler) |
Embodied Cognition
(P. König) |
| 14:05pm~14:20pm |
Decoding of Human Memory Formation with EEG signals
using Convolutional Networks
(T. Kang, Y. Chen, S. Fazli, C. Wallraven) |
| 14:20pm~14:35pm |
Meta BCI : Hippocampus-Striatum Network Inspired Architecture
towards Flexible BCI
(M. Song, S. W. Lee) |
| 14:35pm~14:50pm |
Spatio-Temporal Analysis of EEG Signal during Consciousness
using Convolutional Neural Network
(M. Lee, S.-K. Yeom, B. Baird, O. Gosseries, J. Nieminen,
G. Tononi, S.-W. Lee)
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| 14:50pm~15:20pm |
Coffee Break / Poster Session
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| 15:20am~15:50am |
Session 2: Optimizing BCI
(Session Chair: P. König)
| Reliable Predictors of SMR BCI Performance
- Do They Exist?
(A. Kübler) |
| 15:50pm~16:05pm |
Deep Transfer Learning for Error Decoding from Noninvasive EEG
(M. Völker, R. T. Schirrmeister, L. D.J. Fiederer, W. Burgard, T. Ball) |
| 16:05pm~16:20pm |
BCI Classification using Locally Generated CSP Features
(YK Park, W. Chung)
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| 16:20pm~16:35pm |
Hierarchical Internal Representation of Spectral Features
in Deep Convolutional Networks Trained for EEG Decoding
(K. G. Hartmann, R. T. Schirrmeister, T. Ball)
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| 16:35pm~16:50pm |
Adaptive CSP with Subspace Alignment for Subject-to-subject Transfer
in Motor Imagery Brain-computer Interfaces
(Y. Jin, M. Mousavi, V. de Sa) |
| 16:50pm~17:20pm |
Coffee Break |
| 17:20pm~18:00pm |
Spotlight Presentation 1
(Session Chair:
H.-J. Hwang) |
Cortical Activation Patterns of Electrical Pain Stimulation using fNIRS
(I. Han, S. Won, Y. Kang, K. Oh, K. Kim, J. Jekal, S. H. Jin, G. H. Lee,
S. T. Yang, S. Y. Jung, J. An) |
Context-dependent Meta-control for Reinforcement Learning
using a Dirichlet Process Gaussian Mixture Model
(D. Kim, S. W. Lee) |
Cross-correlation between HbO and HbR as an Effective Feature
of Motion Artifact in fNIRS Signal
(G. Lee, S. H. Jin, S. T. Yang, B. Abibullaev, J. An) |
Design of a Brain-Controlled Robot Arm System
based on Upper-Limb Movement Imagery
(J.-H. Jeong, K.-T. Kim, Y.-D. Yun, S.-W. Lee) |
Individual Identification Based on Resting-State EEG
(H.-J. Hwang, S.-I. Choi, G.-Y. Choi) |
How Small-World is Functional Connectivity
during a Language Listening Comprehension Task?
(K. Shiba, T. Kaburagi, Y. Kurihara) |
Classification of Motor Imagery for Ear-EEG
based Brain-Computer Interface
(Y.-J. Kim, N.-S. Kwak, S.-W. Lee) |
Robust Arterial Blood Pressure Onset Detection Method
from Signal Artifacts
(S.-B. Lee, E.-S. Song, H. Kim, D.-J. Kim) |
An Auditory P300-based Brain-Computer Interface Using Ear-EEG
(N. Kaongoen, S. Jo) |
Study of Wavelet-Based Performance Enhancement
for Motor Imagery Brain-Computer Interface
(M. Alansari, M. Kamel, B. Hakim, Y. Kadah) |
Working Memory Capacity Influences Performance and Brain Networks:
Evidence from Effective Connectivity Analysis
(N. Kim, C. S. Nam) |
EEG-based Classification of Learning Strategies :
Model-based and Model-free Reinforcement Learning
(D. Kim, C. Weston, S. W. Lee) |
| January 16, 2018 (Tuesday) |
| 8:30am~9:00am |
Registration |
| 9:00am~9:30am |
Session 3: Exogenous BCI
(Session Chair:
T. Milekovic) |
Event-related Nonstationarity:
A Unifying View on Event-locked Analyses
(K.-R. Müller) |
| 9:30am~09:45am |
Exploiting the Temporal Structure of EEG Data
for SSVEP Detection
(Kiran Kumar.G.R, Ramasubba Reddy.M) |
| 9:45am~10:00am |
An Electrode Selection Approach in P300-based BCIs
to Address Inter- and Intra-Subject Variability
(V. Changoluisa, P. Varona, F. B. Rodriguez) |
| 10:00am~10:30am |
Coffee Break |
| 10:30am~11:00am |
Session 4:
BCI for Rehabilitation
(Session Chair:
K.-R. Müller) |
Non-Invasive Brain-Computer Interface for Hand/Arm-Control
in Users with high Spinal Cord Injury
(G. Müller-Putz) |
| 11:00am~11:15am |
Design of a Video Feedback SSVEP-BCI System
for Car Control based on Improved MUSIC Method
(C. Liu, S. Xie, X. Xie, X. Duan, W. Wang, K. Obermayer) |
| 11:15am~15:00pm |
Lunch and Intermission |
| 15:00pm~15:30pm |
Coffee Break / Poster Session |
| 15:30pm~16:00pm |
Session 5:
Multi-modal BCI
(Session Chair:
G. Müller-Putz) |
Towards a Versatile Brain-machine Interface: Neural Decoding of
Multiple Behavioral Variables and Delivering Sensory Feedback
(M. A. Lebedev) |
| 16:00pm~16:15pm |
Noise Reduction in fNIRS data Using Extended Kalman Filter
combined with Short Separation Measurement
(S. Dong, J. Jeong) |
| 16:15pm~16:30pm |
Dominant and Subdominant Hand Exhibit Different Cortical
Activation Patterns during Tactile Stimulation: an fNIRS Study
(S. T. Yang, S. H. Jin, G. Lee, S. Y. Jeong, J. An) |
| 16:30pm~17:00pm |
Coffee Break |
| 17:00pm~18:00pm |
Spotlight Presentation 2
(Session Chair:
H.-I. Suk) |
Open Access Repository for Hybrid EEG-NIRS Data
(J. Shin, A. von Lühmann, B. Blankertz, D.-W. Kim, J. Mehnert,
J. Jeong, H.-J. Hwang, K.-R. Müller) |
Effective Motor Imagery Training with Visual Feedback
for Non-Invasive Brain Computer Interface
(J. W. Choi, S. Jo) |
Classification of Mental Arithmetic
and Resting-State based on Ear-EEG
(S.-I. Choi, G.-Y. Choi, J. Shin, H.-J. Hwang) |
Applying Deep-learning to a Top-down SSVEP BMI
(M.-H. Ahn, B.-K. Min) |
Feature Extraction and Real-Time Recognition of
Hand Motion Intentions from EMGs via Artificial Neural Networks
(B. Abibullaev, A. Oleinikov, A. Takish, Y. Baktybayev, A. Shintemirov, M. Folgheraiter) |
Novel BCI Classification Method using Cross-channel-region CSP Features
(Y. K. Park, W. Chung) |
Evaluation of Outlier Prevalence of Density Distribution in Brain Computed Tomography. Comparison of Kurtosis and Quartile Statistics
(I.-N. Wang, H.-J. Kim, E.-J. Kim, Y.-T. Kim, D.-J. Kim) |
A Comparsion of Artifact Rejection Methods
for a BCI Using Event Related Potentials
(M. Kim, S.-P. Kim) |
The Signature of Robot Action Success in EEG Signals of
a Human Observer: Decoding and Visualization
using Deep Convolutional Neural Networks
(J. Behncke, R. T. Schirrmeister, W. Burgard, T. Ball) |
Detecting Voluntary Gait Initiation/Termination Intention
Using EEG
(J. Choi, S. J. Lee, S.-J. Kim, J. M. Lee, H. Kim) |
OctoMap-based Semi-autonomous Quadcopter Navigation
with Biosignal Classification
(E. Rho, S. Jo) |
Movement State Classification for Bimanual BCI
from Non-Human Primate’s Epidural ECoG
using Three-dimensional Convolutional Neural Network
(H. Choi, J. Lee, J. Park, B. H. Cho, K.-M. Lee, D. P. Jang) |
Deep Recurrent Spatio-Temporal Neural Networks
for Motor Imagery based BCIs
(W. Ko, E. Kang, B.-C. Kim, J. Yoon, H.-I. Suk) |
| 18:00pm~20:00pm |
Banquet |
| January 17, 2018 (Wednesday) |
| 9:00am~9:30am |
Session 6: Invasive BCI
(Session Chair:
C. K. Chung) |
Approaches to Large Scale Neural Recording
by Chronic Implants for Mobile BCIs
(A. V. Nurmikko) |
| 9:30am~09:45am |
Decoding Movement Information
from Cortical Activity for Invasive BMIs
(M.-K. Kim, S.-P. Kim) |
| 9:45am~10:00am |
Prediction of Motor and Somatosensory Function
from Human ECoG
(S. Ryun, J. S. Kim, D. Lee, C. K. Chung) |
| 10:00am~10:15am |
A Neural Recording Microimplants
with Wireless Data and Energy Transfer Link
(J. Lee, J. Jang, A.-H. Lee, C.-E. Lee, Y.-K. Song) |
| 10:15am~10:45am |
Coffee Break / Poster Session |
| 10:45am~11:15am |
Session 7: BCI Applications
(Session Chair:
M. A Lebedev) |
Brain-computer Interfaces based on Intracortical Recordings of Neural Activity for Restoration of Movement and Communication of People with Paralysis
(T. Milekovic) |
| 11:15am~11:30am |
Trained by Demonstration Humanoid Robot Controlled
via a BCI System for Telepresence
(B. Saduanov, T. Alizadeh, J. An, B. Abibullaev) |
| 11:30am~11:45am |
EEG-based Brain-Computer Interface
for Real-Time Communication of Patients
in Completely Locked-in State
(C.-H. Han, C.-H. Im) |
| 11:45am~12:00pm |
An Approach for Assessing Stroke Motor Function Ability
using the Similarity between Electroencephalographic Power
Spectral Densities on Both Motor Cortices
(J. Ha, D.-H. Kim, L. Kim) |
| 12:00pm~12:05pm |
Closing Remarks |
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