Pratique du Shadowing: Making RAM at Home - Apprendre l'anglais à l'oral avec YouTube
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RAM prices have been insane.
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RAM prices have been insane.
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Driven by the rise in AI, it is causing massive disruption to the GPU, cell phone, PC markets, and more.
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And a key reason it's been so bad is that you have just three companies,
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Micron, Samsung, and SK Hynix, controlling the industry.
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Where new supply is not something that can appear overnight, building new fabs can take billions of dollars and years of work.
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So rather than wait around, I turned a shed in my backyard into a class 100 cleanroom and build my own semiconductor fabrication tools from scratch.
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Now the question is, can I actually make my own RAM?
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To start, how does RAM actually work?
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If we take a look and we zoomed in to one of the chips on a sticker RAM,
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where we would find our tens of thousands of rows and columns that make up an array,
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where each intersection has a transistor and a charge storage capacitor.
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The transistor acts as a switch, while the capacitor acts as a battery.
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When I turn on the transistor, it switches on the current and charges up the capacitor, storing one bit of information.
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I can then turn it off and hold the charge there.
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If I want to then read the data, I switch on the transistor again and the charge now flows backwards out so it can be detected.
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Though since that drains the capacitor, we have to refresh it and charge it back up periodically.
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But to build anything, we first need a design.
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I came up with a simple layout to have a 5x4 array that I could later stitch together,
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where each intersection has a transistor and a capacitor.
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I'm aiming for a small transistor, a gate length a bit less than 1 micron when finalized.
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Each color here in this figure represents a different layer, like a different floor in a house, as these devices are made layer by layer by layer,
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kind of like a sandwich.
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Silicone is the starting material for making RAM.
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Here I take a whole wafer and cleave it down to smaller workable chips.
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With a diamond scribe, silicon nicely cleaves along certain crystal planes.
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Kind of like a box with a bunch of 90 degree angles.
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Now after cleaving, there may be some debris on the wafer,
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so I use a solvent cleaning process with acetone and isopropanol alcohol.
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This is meant to remove some of the particles off of
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the surface as well as being able to dissolve any organics that may exist there.
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It doesn't have to be perfect
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because later on on our next step what we're going to
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do is we're going to convert the surface from silicon to glass anyways.
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The silicon chips are next loaded up into a furnace and heated to 1,100 degrees Celsius or 2,000 degrees Fahrenheit.
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We're talking volcanic lava temperatures.
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And this is in order to rust a silicon,
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effectively growing 3,300 angstroms of oxide or glass on the surface in order to mask and protect it,
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giving it this nice lime green color.
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With a layer of glass now on our silicon chips, it can be a little tricky in order to coat different materials.
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So I first apply lift off resist.
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I coat that onto the surface.
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Now this is normally meant, hence the name, for lifting off metal layers.
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But I find it actually works fantastic as an adhesion layer.
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This is then baked at 170 degrees Celsius for five minutes.
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Now, photo resist, or photosensitive patternable film, can be easily spin coated and spun onto this adhesion layer.
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After coating, it's baked at 100 degrees Celsius for two minutes to remove some of the excess solvent.
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The photoresist uniformly forms a thin film of a silicon chips, which is a little bit thicker than one micron.
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Photoresist acts as a patentable masking layer.
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UV light is used in combination with a mask, where the mask only allows light to pass through designed openings and shine onto the photoresist, exposing it.
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The UV light generates a photo acid, which when you take the sample and put it in a developer solution which is basic,
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the acid and base neutralize each other, generating a salt which is dissolved away.
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Basically, wherever you shine light, photoresist is now removed.
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So you have photo resist everywhere except for where the UV light illuminated.
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We use our first level from our design where the mask blocks light everywhere except for where our design is.
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The microscope stepper system has objectives which then shrink this pattern down right to where our sample is going to be.
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The higher magnifications further shrink that design down until you can't make out the sub-micron features.
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We can see the design through the eyepieces and the camera, where custom software controls the focus and exposure.
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The areas exposed to UV light are developed with our robot friend for better uniformity,
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and ultimately removed, forming our patterned photoresist.
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Using the photoresist layer as a mask, the patterned areas are dry-etched,
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where we selectively remove that glass layer to get back down to the silicon surface.
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With the edging step complete, we no longer need the photoresist mask.
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So the photoresist is stripped in heated DMSO.
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Weird enough, people actually take this as a form of medication.
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But the semiconductor industry actually uses it as a strong solvent to remove photoresistant LOR.
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So this leaves us with windows now in our 3,300 angstroms of oxide or glass on silicon.
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We did this as the oxide itself acts now as a high temperature mask for our next step,
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which it involves forming the source and drain of our transistor.
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You can think of the source and drain as effectively the input and output terminals for our switch,
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the gate or switchy part will be later formed in the middle.
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We accomplish this by introducing dopants into the material in these windows here
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and that makes these regions highly conductive input outputs and this is by adding phosphorus into the silicon.
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So how in the world do we do that?
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How do we add phosphorus into the silicon?
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So there are a number of commercial products that do this.
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The industry also makes use of ion implantation, but that is ridiculously expensive, and it's too large of a footprint for a shed.
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So Projects in Flight actually made a fantastic video on this, making phosphorus-doped spin-on glass as opposed to buying it.
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I tested the solution first on a test piece, where the initial wafer is so resistive that a multimeter can't easily detect continuity
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but on a treated sample it is now highly conductive
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and uh kind of working towards degeneratively dope a very high level of doping
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which is perfect repeating this on our main chips we can coat the phosphorus dope spin on glass
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and then we can proceed to bake it where the temperature
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is ramped up slowly in order to drive out all the solvents but not cause undue stress or cracking.
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It looks good, however there are a handful of glass precipitates that can form during synthesis.
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While this shouldn't be an issue and it's mostly cosmetic, next time the better thing to do is to filter it in order to remove any glass precipitates.
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I made a calculator in order to model effectively the depth of our phosphorus doping profile.
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what's that going to look like?
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Because what we want is that we want effectively a more shallow profile for what we're aiming for.
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And to get
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that, what we're going to do is we're first going to
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anneal with the phosphorus dope spin on glass at 1100 degrees Celsius for five minutes.
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Strip of the spin on glass in hydrofluoric acid and then do a drive-in anneal at 1000 degrees Celsius for 10 minutes.
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With the source and drain, the input output electrical terminals for our switch,
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for our transistor, we can now focus on the switch aspect itself, the gate region of our transistor.
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LOR, lift-off resist, or makeshift adhesion layer, is then coated because we still have glass on the surface.
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Followed by our photo resist layer, again that patternable layer.
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We coat both of them again.
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With these layers down, we can then pattern and form the channel region of our transistor.
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To do that, we need this layer to be aligned between our previously formed source and drain regions.
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While we're at it, we're also going to align and expose the area that will form our charge storage capacitor,
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which is right above our transistors.
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After development, an HFH is used to remove the middle oxide between the source and drain,
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as well as next to the transistor for our charge storage capacitor.
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This is because the oxide is too thick there and we want a custom oxide thickness for our gate and capacitor.
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The channel region of our transistor, the thing that does our switching, is the most critical region.
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As such, I perform a clean known as a piranha clean
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which will viciously attack any organics and most metals on the surface.
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They call it piranha as it can eat material
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and flush just like a piranha fish in the Amazon going after a chicken leg.
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The samples are loaded back into the furnace to grow the gate and capacitor oxides.
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We want this thinner so we have more capacitance and better gate control.
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So we're going to grow at a lower temperature of only 950 degrees Celsius.
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And if we put it in there for 38 minutes, we get 200 angstroms, or 20 nanometers, of oxide.
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This is what the structure looks like now, where we have our gate and capacitor oxides grown again at 20 nanometers,
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where we still have thicker oxide outside of the device.
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But because everything is covered in oxide, what we need to do is we need to punch some holes selectively through
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that oxide in order to later form electrical contacts to the device.
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More LOR and photoresist are coated and baked, and then the contact cut mask is carefully aligned and exposed,
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where after development, we're left with some small openings in the LOR and photoresist.
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HF or hydrofluoric acid is again utilized where
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that can go into the photoresist and LOR openings in order to remove any glass on the silicon surface,
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thereby forming a nice pathway for electrical connection.
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For the final level in our device, we need to deposit metal to form the gate of our transistor electrical contacts,
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as well as the capacitor itself.
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To do this, LOR and photoresist are coated and baked, and then we can align and expose the final mass level.
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Though this level is a bit different than our previous levels, where our previous levels were all focused on removing material.
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With this, what we're doing now is that we're using the photoresist openings that we have
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in order to treat them as a stencil combined with a metal deposition process.
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A good analogy for this is that if we wanted to paint something, such as a handicap sign over here, what we might do is that we might use a stencil,
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in this case a metal stencil, where we could deposit material by spray painting,
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for instance, and then when we remove our stencil, we're just left with the design where we want.
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Well, that's effectively what we're doing here at the nanoscale with the pattern that we've created.
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But instead of spray painting, what we're actually doing is that we're effectively spraying the surface with metal atoms, in this case, aluminum here,
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where the sample is loaded up into my sputter system, where we have argon that hits the metal target,
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and then the metal atoms fall off and are effectively sprayed, so to speak, onto our sample.
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So as you can see, the metal has been uniformly coated over the sample, except where there was some capped on tape at the edges there.
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So how do we effectively remove our stencil?
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How do we remove the photoresist layers here?
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Well we can stick that in once again DMSO and heat that up.
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It's always cool to see where we can start to see the metal buckle
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and then eventually start to peel off of the surface.
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If I apply a little bit of agitation there we can aid in its removal just leaving the pattern
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that we want looking at it under the microscope post liftoff process what we can see is
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that we can see our complete structure now we have the transistors the capacitors all the connections
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that we need in order to have our DRAM array
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if we were to look at a cross section this is the structure
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that we have
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and then this is how it matches up to our earlier little cartoon where we can have current flow
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and be controlled by the transistor by our switch where it
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can charge up our charge storage capacitor in order to hold a bit of data now as
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if the shed wasn't enough inside in my living room i held a whole suite of test equipment
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so i got my little lab assistant here
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and i'm going to fire up one of these semiconductor parameter analyzes in order to look at the results.
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Because these devices are of course at the nano scale, you can't just attach regular wires easily to them.
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So for testing purposes, what I have set up here is
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that I have a number of these micro manipulators with some
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incredibly fine probe tips in order to feed electrical current
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and voltage into the device and then be able to read that out.
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When testing the transistor, our switch, I get the following results.
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Each line represents a different gate voltage, where I can have different levels of current, or nearly no current depending on the gate voltage I apply.
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This acts like our switch, or more specifically, it can act like one of those dimmer switches, where as I turn and adjust,
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I can tune the level of output power.
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But for RAM, we can just settle for basic on-off operation.
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Normally, though, in a transistor, current saturates.
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These lines stay flat.
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It doesn't shoot up at higher voltages.
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What we're seeing is a short channel effect known as punch-through.
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So because the source and drain are less than one micron away from each other,
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as we increase the voltage that we apply, they can effectively merge.
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and this leads to an increase in current and a loss of gate control.
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Now this is fine as long as we operate our devices at lower voltages, but it certainly shows the challenges of scaling.
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So let's look at the other half of the equation, the charge storage capacitor that we have.
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So here I have a CV plotter, which is a very sensitive instrument for reading up the capacitance as I
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scan through and then vary the voltage across the capacitor
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because the capacitor will have a minimum and a maximum capacitance of course in
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which it can store and that maximum capacitance I recorded as 12.3 picofarads
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which is pretty close to the perfect ideal theoretical of a little bit less than 15 picofarads
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which I had designed for looking at them together now as one individual DRAM cell,
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the transistor can very rapidly and quickly charge up our charge storage capacitor to 3 volts within a couple hundred nanoseconds,
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which is great, and then it'll hold that voltage on there
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but it'll slightly bleed off over time where we can only hold
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that charge on there for a little bit over two milliseconds before it's completely done for.
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We need to charge it back up if not sooner.
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Commercial DRAM can hold its charge for greater than 64 milliseconds, so in this design it needs to be refreshed at a higher frequency.
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Okay, this is awesome.
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First time ever RAM has been made at home, but while you can store data on it, you can't run DOOM on it quite yet.
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This is just a few cells to prove it can work.
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The next step is to take these cells, to stitch them together in order to make a much larger array.
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Then we can hook it up to a PC.
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Stay tuned.
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Massive thanks to everyone subscribed on Patreon who helped support this work.
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Link below.
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Context & Background
In today's rapidly changing technology landscape, the demand for RAM (Random Access Memory) has surged significantly, primarily driven by advancements in artificial intelligence. This has led to increased prices and disruptions in various markets including GPUs and PCs. The video features an enthusiastic speaker who embarks on an ambitious project to create his own RAM in a makeshift cleanroom, providing valuable insights into both the technical processes involved and the potential for individual innovations in technology. For language learners, this video offers a unique opportunity to engage with technical vocabulary while observing effective communication skills.
Top 5 Phrases for Daily Communication
- “Can I actually make my own RAM?” - A question exemplifying curiosity and the desire to gain hands-on experience.
- “I came up with a simple layout…” - This phrase can be useful when discussing plans or designs in conversations.
- “It doesn’t have to be perfect…” - A reassuring phrase that can encourage flexibility and adaptability in various situations.
- “I use a solvent cleaning process…” - Useful for explaining processes or methods in both technical contexts and everyday life.
- “Each intersection has a transistor and a capacitor.” - A specific reference showcasing how to use technical terms during discussions.
Step-by-step Shadowing Guide
The speaker's detailed explanation about making RAM presents an excellent material for practicing the shadowing technique, which can improve English pronunciation and fluency. Here’s a step-by-step guide on how to effectively use this video for English speaking practice:
- Watch a Segment: Start by watching a short portion of the video, focusing on the speaker's pronunciation and intonation.
- Listen and Repeat: Use the shadowing technique by repeating what the speaker says in real-time. Pay close attention to the phrases listed above to enhance your vocabulary.
- Pause and Replay: If certain parts are challenging, pause the video and replay until you feel comfortable mimicking the speech.
- Record Yourself: After shadowing a few sentences, record yourself saying the same lines. This will help you identify areas for improvement.
- Practice Regularly: Consistent practice will lead to significant development. Consider dedicating time each day to shadow other segments from the video or similar content.
By engaging with this process, you will not only enhance your English pronunciation but also become more confident in using technical language in conversations, and effectively implement the shadow speak methods in various contexts.
Qu'est-ce que la technique du Shadowing ?
Le Shadowing est une technique d'apprentissage des langues fondée sur la science, développée à l'origine pour la formation des interprètes professionnels. Le principe est simple mais puissant : vous écoutez de l'anglais natif et le répétez immédiatement à voix haute — comme une ombre suivant le locuteur avec un décalage de 1 à 2 secondes. Les recherches montrent une amélioration significative de la précision de la prononciation, de l'intonation, du rythme, des liaisons, de la compréhension orale et de la fluidité.
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