|
|
Scope
|
Signal
and information processing techniques have been widely studied in
various areas of biomedical engineering, and their applications in
brain science and computational neuroscience, including those in EEG,
MEG and fMRI, have grown steadily both in the scope and width.
It is widely accepted that further progress in the understanding of the
higher order dependencies in the information processing mechanism
within the human brain will be critically dependent on the
development of advanced signal processing methods specifically designed
for the processing of brain data.
The
aim of this mini-symposium is to reflect the state of the art in
advanced brain signal processing and brain centered engineering, and to
provide vision and highlight future directions in this research area.
This
will be achieved by bringing together novel signal and information
processing research results.
Particular
emphasis will be placed on synergy between the different modalities and
different computational models, emerging technologies, and integrated
platforms for Brain Computer Interface.
We
encourage contributions presenting both novel signal processing and
machine learning theories, and advances in the existing applications,
especially those (but not restricted to) on-line processing mode of
operation and for real world applications.
|
|
The key areas of
interest
are
|
- Signal processing theory specifically designed for the analysis
of cognitive mechanism within the brain
- Data, sensor, and spatio-temporal fusion of the different modalities related to
brain research
- Detection, denoising, and identification of neurophysiological
signals
- Blind source extraction for cognitive modeling, especially based on fundamental signal properties (nonlinearity, smoothness,
sparsity)
- Transform domain and subspace techniques with application to brain data
- Advanced classification and clustering related to the brain
information processing
- Multidimensional and Information Theoretic approaches
- Applications, including BCI, BMI, diagnostics of mental illnesses
and brain pathology
|
|
|
Papers
(manuscripts available for download for session authors - user name & password to be distributed by session chairs)
|
November 19, 2007, 0815 - 1015: Session MS-5-1
Room 3 on the 8th Floor of Shanghai Airlines Travel Hotel
chairpersons: Tomasz M. Rutkowski & Toshihisa Tanaka
|
0815
-
0835
|
Emotional States Estimation from Multichannel EEG Maps
by Tomasz M. Rutkowski, Andrzej Cichocki, Anca L. Ralescu,
and Danilo Mandic
[password protected PDF download]
|
0835
-
0855
|
Multi-command Real-time Brain Machine Interface Using SSVEP:
Feasibility Study for Occipital and Forehead Sensor Locations
by Pablo Martinez, Hovagim Bakardjian, and Andrzej Cichocki
[password protected PDF download]
|
0855
-
0915
|
Oscillatory Event Synchrony During Steady State Visual Evoked
Potentials
by Francois B. Vialatte, Justin Dauwels, Tomasz M. Rutkowski,
and Andrzej Cichocki
[password protected PDF download]
|
0915
-
0935
|
Pattern Classification of Visual Evoked Potentials Based on
Parallel Factor Analysis
by Jie Li, Liqing Zhang, and Qibin Zhao
[password protected PDF download]
|
0935
-
0955
|
To Err Is Human: Learning From Error Potentials in
Brain-Computer Interfaces
by Ricardo Chavarriaga, Pierre Ferrez, Jose del R. Millan
[password protected PDF download]
|
0955
-
1015
|
Visuo-spatial Attention Frame Recognition for Brain-computer
Interfaces
by Ferran Galan, Julie Palix, Ricardo Chavarriaga, Pierre W. Ferrez, Claude-Alain Hauert, and Jose del R. Millan
[password protected PDF download] |
|
November 19, 2007, 1030 - 1230: Session MS-5-2
Room 19 on the 8th Floor of Shanghai Airlines Travel Hotel chairpersons: Jianting Cao & Danilo P. Mandic
|
1030
-
1050
|
Determining Gender From Local Network Synchronization in the Frontal Cortex
by Peng Sun, Zhen Yang, Amy Korzekwa, Matthew Sutherland,
and Akaysha Tang
[password protected PDF download]
|
1050
-
1110
|
ICA and Complexity Measures of EEG Analysis in Brain Death
Determination
by Jianting Cao and Zhe Chen
[password protected PDF download]
|
1110
-
1130
|
Feature Reduction in Biosignal Processing
by Martin Golz and David Sommer
[password protected PDF download]
|
1130
-
1150
|
Ocular Artifacts Removal From EEG Using EMD
by David Looney, Ling Li, Tomasz Rutkowski, Danilo Mandic,
and Andrzej Cichocki
[password protected PDF download]
|
1150
-
1210
|
Quasi-brain-death EEG Data Analysis by Empirical Mode
Decomposition
by Yuki Saito, Toshihisa Tanaka, Jianting Cao, and Danilo Mandic
[password protected PDF download]
|
1210
-
1230
|
Wavelet Analysis of ERP Recordings for Dual Tasks in Man
by Jie Wu, Zhuo Yang, and Tao Zhang
[password protected PDF download]
|
|
|
Support
|
|
This symposium is supported in part by the JSPS Bilateral Joint Projects between Japan and the UK
|
|