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History of Computers

Computing hardware has evolved over millennia, from the abacus of 2400 BCE through mechanical calculators, vacuum tubes, transistors, and integrated circuits, to the microprocessors powering modern devices. This progression represents one of the most consequential technological journeys in human history.

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Computing hardware has a history stretching back to 2400 BCE, when the abacus provided one of the earliest known methods of mechanical calculation. Using physical beads to represent numerical values, it established the foundational concept of processing input to produce a calculated output. Centuries later, Charles Babbage's Difference Engine in the 1820s advanced that idea by introducing a fully mechanical calculation process driven by gears and spinning wheels, laying early groundwork for programmable computation. The twentieth century brought rapid and transformative change. Vacuum tubes, adopted in the 1930s, functioned as electronic switches that enabled more complex calculations, but they were large, energy-intensive, and required heat to operate. The transistor, introduced in 1947, addressed these limitations by performing the same switching function in a much smaller form factor without needing external heat to function. This made electronics significantly more practical and set the stage for further miniaturization. Integrated circuits consolidated multiple transistors onto a single chip, enabling greater functionality in a smaller space, though each chip was typically designed for a specific purpose. The microprocessor, emerging in 1971, represented a major leap forward by combining general-purpose processing capability with an exponentially higher transistor count. The MOS 6502, used in the original Nintendo Entertainment System, contained over 3,500 transistors. The Intel 8086 followed with 29,000. By 1995, the Pentium reached 5.5 million, and today's Apple M2 Ultra contains 134 billion transistors on a single die. Modern microprocessors are manufactured through a photolithographic etching process applied to silicon wafers, each of which yields multiple individual processor dies. The complexity of these chips is so vast that no single engineer fully understands every component. Instead, large teams work on discrete sections, each responsible for specific functional areas within the chip. This evolution from simple bead-based arithmetic to chips containing billions of transistors reflects the compounding nature of technological progress across hardware generations.

What you'll learn

What's covered

History of Computers

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1.3 Illustrate the basics of computing and processing.
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Key terms

Abacus
An ancient manual counting tool dating to approximately 2400 BCE that used sliding beads to perform arithmetic calculations, considered one of the earliest computing devices.
Vacuum Tube
An electronic component used in early computers starting around 1934 that functioned as a switch to perform calculations, requiring heat to operate and consuming large amounts of electricity.
Transistor
A microscopic electronic switch found in microprocessors that represents a binary one (on) or zero (off) using electrical voltage.
Integrated Circuit
IC
A miniaturized electronic circuit containing transistors, resistors, and other components fabricated onto a single semiconductor chip, enabling the compact, high-speed logic that powers modern CPUs, memory modules, and nearly every digital device.
Microprocessor
A chip containing millions or billions of transistors that processes binary data by performing calculations and logical operations.
Transistor Density
The number of transistors contained within a processor or integrated circuit, a key measure of computational power that has grown from thousands in early chips to billions in modern processors.
Wafer
A thin disc of semiconductor material used in the manufacturing process of integrated circuits, from which individual processor chips are etched and cut.

Topics

Computer History Microprocessors Integrated Circuits Transistors Computing Hardware Vacuum Tubes

Transcript

The Abacus

We're going to start taking a look at the history of computers: where did we start, what did we build off of, and how did it transition to where we're at now?

We're going to dial things back to 2400 BCE, where the abacus was created. This is what the abacus looks like, and it was something that was used to process data. The input would just be my finger, where I would go through and adjust these beads as I calculate and do some calculations to figure out some sort of mathematical problem. This one actually has a little reset, so I can press it and it will actually reset those beads.

This has contributed as being one of the earlier processing, earlier calculators. Whether you want to call it a computer — it's certainly not a modern computer, but it actually does calculation and helps us do calculation.

The Babbage Machine

Next up we have the Babbage machine in 1820, and this is the idea that there's actually a mechanical process that does calculation. The difference machine was created by Charles Babbage. It's a mechanical machine, so it's an actual process with spinning wheels and gears. It actually does this processing where it spins these gears and stuff to do the calculation.

Vacuum Tubes

Our next stop here is 1934, where we started creating vacuum tubes to create computers. Here's a vacuum tube, and this is actually relatively small compared to the way vacuum tubes used to be. There are larger ones today too — there are still uses for vacuum tubes. In fact, if you're a guitarist who has an amp, a lot of times they like the old vacuum tube guitar amps.

What this does is, this is like a mini switch — or not so mini — this is a switch, and they would line lots of these up to create calculations so they could do the calculations. It uses heat, so they would actually have to warm this up. It would warm up to make this thing work, and use a lot of electricity, and generate a lot of heat.

Transistors

Then in 1947 we started using transistors. Here's that vacuum tube that we looked at, and here's a transistor, and there's a couple of real key differences with it. Number one is just the size: this is quite a bit smaller, and remember the vacuum tubes were quite a bit bigger. Number two, this used heat in order to work, versus the transistor does still create heat — this still generates heat — but it's not something that you generate heat to make it work, it just generates heat because it is working.

Essentially what we have here is a switch. It has something coming in and out, and that creates a complete circuit between those ins and outs if we apply voltage to the center one.

Integrated Circuits

We were able to figure out how to get that into a smaller size, into an integrated circuit. That's when we started creating not just a single transistor in this brick right here, but started including many transistors in one of these little chips.

Here we can see that transistor, and now here is a little tiny chip, a little integrated circuit. Some of the differences that we see here: number one, this is smaller yet has more transistors in it. We see here that this has three inputs into it, or three prongs on it; this actually has eight, so we're capable of doing more with this. I don't know specifically what this chip actually does, but I've worked with these chips that have maybe just a few of these on there, and I've worked with chips that have a lot of these — thousands of these — on it. So an integrated circuit has a lot of these different transistors built into this chip.

Now, integrated circuits are usually designed and created for some sort of specific function. They're designed to take some sort of input and give some sort of output. It does some sort of processing with this little tiny chip, but it's very specialized with what it does.

Microprocessors

Then in 1971 we start creating microprocessors. Here's that little integrated circuit that we had right there, and it has eight prongs on it, versus a microprocessor. One thing we notice is it's much bigger, but the reason is because this one might have tens of transistors in there — 20, 30, maybe possibly even hundreds, maybe not — where this CPU probably has millions of transistors in it. There are even some processors with billions of transistors. We can see here this has eight prongs as an input, and this has hundreds of prongs on the back here for input into this processor right here.

To see how we progressed: in 1975 they came out with the MOS 6502, which actually was used in the Nintendo Entertainment System when it came out, and it has over 3500 transistors in it. Then in 1978, that's when the Intel 886 came out with 29,000 transistors. In 95 we got the Pentium come out with 5.5 million. The PlayStation in 2000 has 13.5 million. The Xbox in 2005, the Xbox 360, has 232 million. And the Apple M2 Ultra, which is actually a lot of transistors even compared to today's standard, is 134 billion transistors in it.

How Processors Are Produced

What we have here is how they produce these integrated circuits. There's this process that they go through for etching material on these discs — they're called wafers — and then they'll cut out the processor. Each one of these right here is a processor, so you can see that this wafer right here has lots of processors to it.

Here's an example of the size of the wafers, so you can see, and it's got that kind of interesting rainbow effect on it. This is not fully developed yet, but this is how you can kind of see how big that wafer looks.

One thing to get out of this is that these microprocessors are extremely complex. I don't know that you can find somebody that could describe every single little detail of how this microprocessor works. Instead, you've got people who've developed it over time, and even now you've got teams of people working on a small component, a small section, because these chips are actually broken off into these different sections. If you look at a chip up close you can see certain patterns in different areas of the chips, because different parts of the chip will do different functions.

So it's pretty fascinating how this stuff has been developed and where we're at now, and pretty amazing the power that we get out of these microprocessors.

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