Moore’s Law

The Technology Review magazine has an arresting photo essay on Moore’s Law — as told through a bunch of stunning pictures of computer chips. Click on the link above to see all the other circuits. For those who don’t know, Moore’s Law says that about every two years (some say 18 months), the number of transistors that can fit on a circuit doubles (for Wikipedia article, click here).

0109-chip-m_x600

The only thing I wish about the photo essay is that there was some sense of scale for each picture. Regardless, the captions tell the year each circuit was created, and the number of transistors on each circuit. The data are:

1958 1
1959 1
1961 4
1974 5000
1979 68000
1978 29000
1985 275000
1991 200000
1993 3100000
1993 2800000
2000 42000000
2007 410000000
2009 758000000

So of course, even though this data isn’t perfect nor complete, I thought I’d see how it’d look graphed.

picture-1

Ohhh, it looks like it could be exponential… Let’s plot it on a log-scale. If it’s exponential, we should get a straight line:

picture-21

Ohhh, this looks pretty linear! I wasn’t sure that it was going to work out.

The exponential line of best fit is: Transistors=e^{0.397*\text{Year}-777.29}. When I plot the data (pink) and the exponential line of best fit (blue) on the log-scale graph, you’ll see that Moore’s Law looks like it has some serious bite to it.

picture-31

Doing a little algebra with the exponential model we came up with, it appears that the number of transitors doubles about every 1.75 years.

And if you cared, Wikipedia gives their own following graphical illustration of Moore’s Law:

I’m going to be teaching exponential functions in a bit. I hope we’ll have time to do regressions. If so, I’ll probably make a 2-day investigation out of Moore’s Law.

Other posts I’ve made about logarithmic and exponential functions:

Logarithmic Graph in the News
Earthquakes, Richter Scale, and Logarithms
The Supreme Court, Linear  and Exponential Growth, and Racial Segregation
The Origin of Life on Earth and Logarithms
Paper Folding and Exponential Functions

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3 comments

  1. @jonathan: I’m not sure… But looking at that picture, it seems like a great question to ask! The article I read — and this could be wrong — says that the constraint at the moment doesn’t seem to be the ability to increase the # of transistors, but how to effectively power them (so that the silicon doesn’t melt).

    The article was saying that one option for companies like Intel is to create multiple chips that work in parallel (multiple cores, I think they called it), because currently the chips are designed to work linearly. However programming in parallel is tough, because we tend to need step 1 done in order to do step 2 (add these two numbers, then multiply the result by 2).

    But then they said the Play Station 3 was designed around this multi-core concept (see http://electronics.howstuffworks.com/playstation-three.htm). Which is cool! (Not that I have ever played a PS3…)

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