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Man Vs Machine
Generally Speaking
Many of us think that computers are many many times faster,
more powerful and more capable when compared to our brains simply
because they can perform calculations thousands of time faster,
workout logical computations without error and store memory at incredible
speeds with flawless accuracy.
But is the the computer really superior to the human brain in terms
of ability , processing power and adaptability ?
We now give you the real comparison.
Processing Power and Speed
The human brain - We can
only estimate the processing power of the average human brain as
there is no way to measure it quantitatively as of yet. If the theory
of taking nerve volume to be proportional to processing power is
true we then, may have a correct estimate of the human brain's processing
power.
It is fortunate that we understand
the neural assemblies is the retina of the vertebrate eye
quite well (structurally and functionally) because it helps to give
us a idea of the human brain's capability.
The retina is a nerve tissue in the
back of the eyeball which detects lights and sends images to the
brain. A human retina has a size of about a centimeter square is
half a millimeter thick and is made up of 100 million neurons.
Scientists say that the retina sends to the brain, particular patches
of images indicating light intensity differences which are transported
via the optic nerve, a million-fiber cable which reaches
deep into the brain.
Overall, the retina seems to process
about ten one-million-point images per second.
Because the 1,500 cubic centimeter
human brain is about 100,000 times as large as the retina, by simple
calculation, we can estimate the processing power of a average
brain to be about 100 million MIPS (Million computer Instructions
Per Second ). In case you're wondering how much speed that is, let
us give you an idea.
1999's fastest PC processor chip
on the market was a 700 MHz pentium that did 4200 MIPS. By simple
calculation, we can see that we would need at least 24,000 of these
processors in a system to match up to the total speed of the brain
!! (Which means the brain is like a 168,0000 MHz Pentium computer).
But even so, other factors like memory and the complexity of the
system needed to handle so many processors will not be a simple
task. Because of these factors, the figures we so childishly calculated
will most probably be a very serious underestimate.
The computer
- The most powerful experimental super computers in 1998, composed
of thousands or tens of thousands of the fastest microprocessors
and costing tens of millions of dollars, can do a few million MIPS.
These systems were used mainly to stimulate physical events for
high-value scientific calculations.
Here, we have a chart of processor
speeds for the past few years.
|
Year
|
Clock Speed (MHz)
|
Instruction Rate (MIPS)
|
|
1992
|
200
|
200 (400)
|
|
1993.5
|
300
|
300 (600)
|
|
1995
|
400
|
800 (1600)
|
|
1996.5
|
500
|
1000 (2000)
|
|
1998
|
600
|
2400 (3600)
|
| 1999.5 |
700 |
2800 (4200) |
|
2000
|
1000
|
?
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From the chart above, we can observe
some break through s in microprocessor speeds. The current techniques
used by research labs should be able to continue such improvements
for about a decade. By then maybe prototype multiprocessor chips
finally reaching MIPS matching that of the brain will be cheap enough
to develop.
Improvements of computer speeds however
have some limitations. The more memory it has, the slower it is
because it takes longer to run through its memory once. Computers
with less memory hence have more MIPS, but are confined to less
space to run big programs. The latest, greatest super computers
can do a trillion calculations per second and can have a trillion
bytes of memory. As computer memory and processors improve, the
Megabyte/MIPS ratio is a big factor to consider. So far, this ratio
has remained constant throughout the history of computers.
So who has
more processing power ?
By estimation, the brain has about 100 million MIPS worth of
processing power while recent super-computers only has a few million
MIPS worth in processor speed. That said, the brain is still the
winner in the race. Because of the cost, enthusiasm and efforts
still required, computer technology has still some length to go
before it will match the human brain's processing power.
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