Philadelphia, PA) -- Researchers at the University of Pennsylvania
School of Medicine estimate that the human retina can transmit visual
input at about the same rate as an Ethernet connection, one of the most
common local area network systems used today. They present their
findings in the July issue of Current Biology. This line of scientific
questioning points to ways in which neural systems compare to artificial
ones, and can ultimately inform the design of artificial visual
systems.
Much research on the basic science of vision asks what types of
information the brain receives; this study instead asked how much. Using
an intact retina from a guinea pig, the researchers recorded spikes of
electrical impulses from ganglion cells using a miniature
multi-electrode array. The investigators calculate that the human retina
can transmit data at roughly 10 million bits per second. By comparison,
an Ethernet can transmit information between computers at speeds of 10
to 100 million bits per second.
The retina is actually a piece of the brain that has grown into the
eye and processes neural signals when it detects light. Ganglion cells
carry information from the retina to the higher brain centers; other
nerve cells within the retina perform the first stages of analysis of
the visual world. The axons of the retinal ganglion cells, with the
support of other types of cells, form the optic nerve and carry these
signals to the brain.
Investigators have known for decades that there are 10 to 15
ganglion cell types in the retina that are adapted for picking up
different movements and then work together to send a full picture to the
brain. The study estimated the amount of information that is carried to
the brain by seven of these ganglion cell types.
The guinea pig retina was placed in a dish and then presented with
movies containing four types of biological motion, for example a
salamander swimming in a tank to represent an object-motion stimulus.
After recording electrical spikes on an array of electrodes, the
researchers classified each cell into one of two broad classes: "brisk"
or "sluggish," so named because of their speed.
The researchers found that the electrical spike patterns differed
between cell types. For example, the larger, brisk cells fired many
spikes per second and their response was highly reproducible. In
contrast, the smaller, sluggish cells fired fewer spikes per second and
their responses were less reproducible.
But, what's the relationship between these spikes and information
being sent? "It's the combinations and patterns of spikes that are
sending the information. The patterns have various meanings," says
co-author Vijay Balasubramanian, PhD, Professor of Physics at Penn. "We
quantify the patterns and work out how much information they convey,
measured in bits per second."
Calculating the proportions of each cell type in the retina, the
team estimated that about 100,000 guinea pig ganglion cells transmit
about 875,000 bits of information per second. Because sluggish cells are
more numerous, they account for most of the information. With about
1,000,000 ganglion cells, the human retina would transmit data at
roughly the rate of an Ethernet connection, or 10 million bits per
second.
"Spikes are metabolically expensive to produce," says lead author
Kristin Koch, a PhD student in the lab of senior author Peter Sterling,
PhD, Professor of Neuroscience. "Our findings hint that sluggish cells
might be 'cheaper,' metabolically speaking, because they send more
information per spike. If a message must be sent at a high rate, the
brain uses the brisk channels. But if a message can afford to be sent
more slowly, the brain uses the sluggish channels and pays a lower
metabolic cost."
"In terms of sending visual information to the brain, these brisk
cells are the Fedex of the optic system, versus the sluggish cells,
which are the equivalent of the U.S. mail," notes Sterling. "Sluggish
cells have not been studied that closely until now. The amazing thing is
that when it's all said and done, the sluggish cells turned out to be
the most important in terms of the amount of information sent."
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