IEEE Consumer Electronics Magazine - April 2017 - 32

organize such competitions in a friendly
environment on the east and west coasts
of the United States, in San Diego, California, and Philadelphia, Pennsylvania,
respectively, and joined by the Brain
Workshop anchored on the IEEE Systems, Man, and Cybernetics (SMC) Society annual conference in Budapest,
Hungary. Three spectacular hackathons
took place in series between 9 September and 9 October 2016.

THE EEG BRAIN-COMPUTER
INTERFACE HACKATHON
The awards jury team.

The first-place winners from the University of California, San Diego.

An EMG demonstration at Temple University, Philadelphia, Pennsylvania.

standardization, and encouragement for
the development of consumer applications based on nascent technology
borne from electronics, neuroscience,
and medicine. This proposal was
32 IEEE Consumer Electronics Magazine

^

april 2017

primarily triggered by the advent of various electroencephalogram (EEG) headsets made available for consumer use in
the last eight years. A hackathon committee was formed, with efforts to

The EEG is a signal extracted from
the brain in an invasive or noninvasive manner from a person's head. It
has been used to diagnose brain injury and lately to aid in rehabilitation
and personal brain development extending from the severely sick to the
general population. To obtain an EEG
signal electronically, sensors are
placed both inside and outside of the
human scalp with varying degrees of
accuracy and performance depending
on the goals. The IEEE Hackathon
group is focused on the noninvasive
placement of brain sensors, i.e., without any surgery on the human head
and with wearable devices. The goals
are to explore brain signal data through
multimodal connectivity into brain
communication across the Internet, a
significant challenge, but the potential is on the horizon. The scope is
open to imagining applications and
moving beyond the limitations of
current technology.
The brain-computer interface (BCI)
has been under development for decades.
The brain-machine interface (BMI) has
been investigated to a greater extent in
robotic and medical research, less so in
direct consumer application. As processors have advanced in terms of a remarkably high-performance/cost ratio,
BCI for popular use outside of the capital-intensive medical environment has
made huge strides to arrive within consumers' reach in the last decade. Similar fundamental challenges about
multidisciplinary collaboration involving electronics, mechanics, and neurosciences have also been forged, taking
advantage of BCI and BMI.



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