Imagine Magazine - Johns Hopkins - May/June 2016 - (Page 20)
STUDYING OUR BRAINS & HOW WE USE THEM
Whether they're investigating the mechanisms of the physical brain or exploring operations of the mind, graduate students in
brain and cognitive sciences have the opportunity to advance our understanding of how the brain works while trying out nextgeneration technologies and testing new theories. As these four young researchers show, there are many ways to study the
mind and brain-and potential applications that can improve lives, health systems, and even businesses.
Neural Engineering
ISTOCK.COM/JUMPEESTUDIO
by Kyle Rupp
The brain is responsible for every thought you think,
every emotion you feel, and every memory you recall.
It plays a critical role in processing and interpreting input from all
of your senses as well as controlling and executing virtually all of
your movements. And somehow, in ways that are not understood, it
weaves all of these disparate strands of experience into a unified construct called consciousness. Yet despite its central role in the human
experience, we know surprisingly little about the brain due to its
complexity and the challenges involved in recording from it.
These are the thoughts that inspired me to pursue graduate study
in a field related to the neurosciences. With an undergraduate degree
in biomedical engineering, a specialty in neural engineering seemed
like a perfect fit, as it would allow me to explore and make contributions in neuroscience while focusing on developing engineered systems. I was specifically drawn to the burgeoning field of brain-computer interfaces (BCIs), which are systems that attempt to interface
directly with the brain, record its activity, interpret intent from this
activity, and control an output device such as a robotic arm or speech
output device.
My specific research involves developing a speech BCI that interprets the word meaning of a person's intended speech from their
brain activity. For example, we know intuitively that the words "cat"
and "dog" are similar to each other, while "cat" and "truck" are less
related in meaning. The closeness of those relationships can be characterized logically by asking a series of categorical yes-or-no questions, such as "Is it alive?" or "Is it made of metal?" Words that are
similar in meaning in these categorical ways have similar patterns of
brain activity in response to these questions.
To determine the neural activity associated with these attributes,
we record subjects' neural activity while they view and name images
of objects. As you would imagine, we can't just insert electrodes
20
imagine
in the brains of healthy individuals. But we have been able to do
extended recordings from epileptic patients who have had a grid of
electrodes surgically placed directly on the surface of their brains
(a diagnostic procedure done to locate the brain area responsible
for their seizures). While these patients are in the hospital, many
of them generously volunteer to participate in our research, and we
record neural data directly from this same electrocorticography grid.
Once the data is collected, we investigate the relationships
between these neural recordings and the semantic questions. When
we find these relationships, we can then use them to predict, or
"decode," a new image that the subject is naming. This is the key
step for a BCI: to be able to predict the subject's intended word
directly from their neural data.
This research is important for several reasons. First, the successful development of a speech BCI would benefit people who lose the
ability to speak due to deterioration of the nerves or muscles that
control speech. For example, patients with ALS, or Lou Gehrig's disease, often experience this debilitating condition (Stephen Hawking
being one of the most notable examples). While current technology
allows communication, it is much slower than what a speech BCI
may be able to achieve. Second, the results from this research may
provide insights into the way we produce speech, or even thoughts,
about different categories of words. This may one day help doctors
better understand and diagnose conditions where patients lose their
semantic memory. And for me personally, this research has provided
an incredible opportunity to study one of the countless functions
that the brain performs, which has been its own reward.
Kyle Rupp earned a bachelor's degree in biomedical
engineering from Purdue University and is currently a
Ph.D. student in the biomedical engineering program
at Johns Hopkins University. In his free time, Kyle
enjoys traveling, cooking, golfing, and playing and
watching football.
May/June 2016
Table of Contents for the Digital Edition of Imagine Magazine - Johns Hopkins - May/June 2016
Big Picture
In My Own Words Karl Deisseroth, Professor of Bioengineering and of Psychiatry, Stanford University
Mind Brain Philosophy and neuroscience at CTY
A Meeting of the Minds at the National Brain Bee
Mind over Matter Overcoming communication barriers via technology
A Fish of a Different Color My neuroscience internship
Immersed in Brain Science Summer research at Rockefeller University
Brain Training Four graduate students share their research
Prime Time for Brain Science Exciting new findings, from brain maps to mindfulness
Making the Connection Teaching kids about mind, media, and health
Selected Opportunities and Resources
Pitch Perfect The lure of rugby
My Stress-Free Adventure Scuba, sailing, and discovery
Off the Shelf Review of Kazuo Ishiguro’s The Buried Giant
Word Wise
Exploring Career Options Interview with neuropsychologist Lisa Jacobson
One Step Ahead Ten commandments for college success
Planning Ahead for College Can your dream school become a reality?
Students Review New York University
Creative Minds Imagine Fiction contest winners
Mark Your Calendar
Knossos Games
Mind + Brain Philosophy and neuroscience at CTY
Imagine Magazine - Johns Hopkins - May/June 2016
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