IEEE Consumer Electronics Magazine - April 2017 - 38
Table 4. Summary characteristics of IEEE BCI Hackathons in 2016.
San Diego
Philadelphia
Budapest
Remarks
✓
More visible than EEG
✓
✓
Hard to extract
✓
✓
Focused in Philadelphia
Demonstrated in Budapest
Signals
ECG
✓
EEG
✓
EMG
EOG
✓
✓
AR/VR
✓
✓
IoT
✓
✓
Headsets becoming IoT
Cloud access
✓
✓
Via NeuroPype, NeuroScale
On-site tutorial
✓
By Tim Mullen and Christian Kothe, Qusp, San Diego,
California
Inspirational talks
✓
By Todd Coleman, UCSD, and Jordan Greenhall, DivX,
San Diego, California
Applications
ADD
Handicapped
✓
✓
✓
Epilepsy
Rehabilitation
✓
✓
✓
Wellness training
✓
Games
✓
Music
✓
✓
✓
✓
Painting
✓
Movies
✓
Car control
✓
✓
✓
Robotic control
✓
✓
✓
Age spread
15-72
20-35
18-70
Number of students
36
30
82
Number of faculty
3
0
23
Number of industry
professionals
13
0
48
Demographics
Cross-continental team
✓
project using NeuroScale to explore
cloud access of EEG data. Team
Artificial Neurons (all from industry) consisted of Tamas Nagy, Synetiq, Budapest, Hungary; Daniel
Palma, Synetiq; Norbert Majubu,
Swiss Federal Institute of Technology in Lausanne; Balazs Jager, Nokia,
38 IEEE Consumer Electronics Magazine
^
april 2017
Budapest, Hungary; and Agoston
Török, Synetiq.
DEPTH AND BREADTH
The IEEE Brain Initiative has conducted
three BCI hackathons with a total participation of nearly 300 motivated parties
and 20 manufacturers and institutions
that supplied open and closed BCI headset systems. It marks the first such intensive development with a multidisciplinary
approach for fast prototyping to learn and
scrutinize BCI tools of professional as
well as consumer grades.
EEG signal extracting is a challenging effort. EEG working in conjunction
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