All posts by Chris

Aloha Lithography!

An excuse to travel to Hawaii? You don’t have to ask me twice. Especially if it is the Big Island, my favorite of the Hawaiian isles. My excuse this time? The 3-beams conference, also called triple-beams, EIPBN, or occasionally (rarely) the International Conference on Electron, Ion and Photon Beam Technology & Nanofabrication.

The conference was held last week (May 29 – June 1) at the excessively large Hilton Waikoloa Resort, where if I chose not to take the train or the boat from the lobby to my room, I could make the 15 minute walk instead. With the ocean, a lagoon full of sea turtles, dolphins to wonder over, and too many pools to count, one could easily spend a week’s vacation here without ever leaving the resort – which is no way to spend a vacation on the Big Island.

But I wasn’t here on vacation! I was here on business. OK, the conference was three days and I stayed for eight, but seriously, I was here for the conference. And so I diligently attended papers, ignoring the texts from my wife telling me which pool she was going to next.

Things began on Wednesday with the three plenary talks. Only later did it occur to me that they were of a common theme: optical lithography as the engine of scaling is reaching its nadir, so what will come next? Burn Lin, lithography legend and VP of TSMC, gave his now-familiar pitch for massively parallel e-beam direct write on wafer. His analysis is always insightful, but because development of a practical e-beam solution is still 5 years away (I’m being optimistic here), there was an all-too-common bias in his thinking: the devil we don’t know (e-beam) is better than the devil we do know (EUV). Since Extreme Ultraviolet lithography is at the end of its 20 year development cycle, we know all about the problems that could still kill the program. Since massively parallel e-beam wafer lithography is far behind, it is likely that we haven’t seen the worst problems yet (how bad will overlay be, for example?). And in fact, some problems are the same, such as line-edge roughness limiting the practical sensitivity of any resist system.

Matt Nowak of Qualcomm gave a great review of 3D integration through chip stacking. If Nvidia and Broadcom are right and litho scaling below 22-nm doesn’t yield either better-performing or lower-cost transistors, what is next? Innovations in packaging. While not as sexy as wafer processing, packaging adds a lot to the cost of an IC. And with 3D chip stacking, it is likely that packing costs would go down, system performance would go up, and we even might be able to lower wafer costs by better dividing up functionality between chips. It won’t be long before 3D integration is the new standard of system (chip) integration.

Finally, Mark Pinto of Applied Materials showed a very different example of what to do when silicon scaling begins to fail: go into another market. In this case, the market is silicon photovoltaics (PV). Historically, the PV market’s version of Moore’s Law has shown a 20% decline in cost/Watt for every doubling in installed capacity. That trend seems to be accelerating of late, with commercial installations now running at under $1/W. Grid parity, where the cost of solar electricity equals or is less than the market cost of electricity, has been reached in Hawaii and in several countries (even without accounting for the cost of carbon). The trends all look good, and solar is a good market for Applied.

After the plenary, it was off to the regular papers, with their interesting mix of the practical and the far out. First, an update on what I heard about EUV.

Imec has been running an ASML NXE:3100 for a year now, and its higher throughput means that process development is much easier compared to the days of the old alpha demo tool (ADT). Still, “higher throughput” is a relative term. The most wafers that Imec has run through their 3100 continuously is one lot – 23 wafers – taking about five hours. Thirteen minutes per wafer is a big improvement over several hours per wafer, but still far from adequate.

In the hallways, I heard complaints about $150,000 per EUV mask, and EUV resist at $40K per gallon. Everyone expects these prices to go down when (or if) EUV moves into high volume manufacturing, but anyone who thinks that EUV resists or masks will ever be cheaper than 193 resists or masks just isn’t thinking well. EUV may be Extreme, but it is also Expensive.

There were many excellent papers this year. JSR gave a great talk on some fundamental studies of line-edge roughness (LER) in EUV resists, developing some experimental techniques that were fabulous. A talk from the University of Houston explored the use of small-angle X-ray scattering to measure latent images in chemically amplified resists. Although promising, this techniques will need massive control and characterization to yield quantitative results.

Paul Petric of KLA-Tencor described progress on their e-beam lithography tool, REBL. We still have two years before an alpha tool might be ready to ship to a customer. Richard Blaikie from New Zealand gave a great talk on evanescent interference lithography, though I might be biased in my opinion since I was a co-author.

I had a few hallway conversations with folks about scaling. The economic barrier of double patterning means that pitch has stopped scaling for some levels. Metal 1, in particular, is stuck at an 80-nm pitch (it looks like for three nodes now), the smallest that 193 immersion can print in a single pattern. It seems likely that double patterning will have to be used at Metal 1 for the 14-nm node to bring the pitch down to 64 nm. The fin pitch for finFETs must scale, so self-aligned double patterning (SADP) is being used at the 22-nm node, but what will happen when the double patterning pitch limit of 40 nm is reached? The economics of litho scaling looks very ugly for the next few years, with a very real possibility that we just won’t do it (or maybe no one but Intel will do it).

On the last day of the conference there a slew of good papers on directed self-assembly (DSA), the hottest topic in the lithography world right now. Progress towards practicality is rapid, and universities continue to churn out interesting variations. IBM discussed the possibility of using DSA for fin patterning below 40-nm pitch. They seem very serious about this approach.

Some of my favorite quotes of the week:

Referring to the molten tin sources used for EUV, Jim Thackeray of Dow said “If nature can do volcanos, maybe we can do EUV.”
Referring to EUV resists that can also be used for e-beam lithography, Michael Guillorn of IBM said “In my opinion, this is the best thing we got from the EUV program.”
Referring to problems making the DPG chip at the heart of the REBL system, Paul Petric of KLA-Tencor said “Making tools for making chips is easier than making chips.”

It was a good conference and a fun trip, and now I’m back home, but many of my fellow conference attendees are not. Vivek Bakshi’s EUV workshop was this week in Maui, and next week is the VLSI Technology and Circuits Symposium in Honolulu. I know several folks were able to convince their bosses that a three-week, three-island business trip was required. At the VLSI symposium, one of the evening rump sessions is entitled “Patterning in a non-planar world – EUV, DW or tricky-193?” Patterning is on everyone’s mind now, even chip designers’. So much attention is generally not a good thing. But us lithographers can expect even more attention over the next 12 months, as the industry makes some of the most difficult choices it has ever made in its 50 year history.

Word of the Day

Of all the things I am proud of about myself, my vocabulary is not one of them. I’m constantly confronted by words that I don’t know, but strongly suspect that I should. When I stumble across such unfathomable verbum I usually just pick myself up and hope that no one noticed. But occasionally I reach for a dictionary in a fit of self-improvement. Today was that day, and the word was “prolixity”.

I know, dear reader. You probably learned this word in the third grade (along with its Latin roots and conjugations) and used in conversation with your mother this week. But I was forced to look it up. And when I did, something profound happened. I was deeply disappointed with the quality of the dictionary definition of this word. So disappointed, in fact, that I took the time to carefully construct what I think is a far superior definition. So without further ado, bother, or protest, I unveil now to the world my definition:

prolixity: 1) the tendency to say things in far more words than is necessary to effectively make a point or convey the essence of a thought; 2) wordiness

To all the lexicographers who read my blog, please feel free to make use of this superior definition. Credit, of course, would be appreciated.

Bumper Sticker Logic

Of course, to speak without fully considering the implications of what is said is a part of the human condition. One of my favorite phrase-types in this genre is “God Bless ____”, where the blank can be “America”, “Our Troops”, or just about anything. I’m sure the primary sentiment is one of support for the putative object of blessing, but it doesn’t take much reflection to realize there is more to it than that. “God Bless America” is really the first half of a full thought, with the unstated second half being “but not other countries”. I’ve never heard anyone say “God bless the world”, and I’m not sure what the point of a blessing would be if not to confer some benefit not available to the unblessed. Personally, I don’t want God to bless Americans to the exclusion of non-Americans, but I suppose there are many people in my country who do.

“God Bless Our Troops” is even more problematic, since its purpose is undoubtedly to ask God to take sides in a current or future armed conflict. A God that was willing to take our side in most of the wars that America has fought (thus ignoring the equally fervent prayers of the other side) is too petty for my liking.

Which brings me to a recent encounter with bumper sticker philosophy. The other day, driving the roads of Austin, Texas, I saw the following bumper sticker, which takes this archetype to a new level:

God Bless Our Troops, Especially Our Snipers

Apparently, not only do our military personnel deserve blessings to the exclusion of other country’s militaries, but within our own armed forces we should expect those trained to be snipers to get extra blessings. And what blessing should a sniper receive? To become a better shot?

I’m not sure that this bumper sticker’s owner has fully thought through all of the implications of the slogan on display. My fear is that he has.

A Poem by Sarah

Sarah reading her poem
This morning my daughter’s first grade class had a “poetry cafe”, with parents invited to listen to kids read their original poems. Here is one of the two poems that my six-year-old Sarah wrote and read:

The Dance Recital

The grass dances gracefully
to the beautiful music
of the wind.
And the Blue Bonnets
in their beautiful dresses
dance for the dirt
with nothing in it.

I can say with some certainty that she doesn’t get her artistic talents from me. She is already a better poet.

Quote of the Day

Last night, my four-year-old daughter Anna asked me this question: “What’s the number right before infinity?” Somebody (not me) had told her about infinity, and she has obviously been thinking about it. How would you answer that question? I thought about it and decided to just answer correctly: the number right before infinity is infinity. She did not like that answer one bit (and I can’t blame her). Her number sense comes almost completely from the number line (counting), and so she wanted to know where infinity was in the counting sequence. Makes sense, right? Some of the answers to her other questions were easier for her to digest (“what’s infinity plus infinity?”). In the end, though, she formulated an equation that made us both happy: Dad equals math.

If Computers Could Write

I have many titles. Gentleman scientist. Consultant. Husband. Dad. Some are self-applied (the advantage of being my own boss), and some are earned. One that I am proud of, and take seriously, is the title of “writer”. Writing well is not easy, and I have the somewhat old-fashioned idea that I should only write if I have something worthwhile to say. So when I do write something, be it a blog post or a textbook, I take some pride in it.

But what if, in today’s world of high performance computing and Jeopardy-winning algorithms, a computer could be taught to do what I am doing now – to write? Simpler than the full-blown Turing Test, a writing computer certainly seems possible. But could a computer catch my interest? Inform me and intrigue me? Keep me reading? What might the result be like?

Based on empirical evidence, I know the answer.

Crap.

Computers can’t write worth crap.

Granted, this is my opinion, and I suspect that Dr. Philip M. Parker would disagree.

Professor Parker is an economist who describes himself as a pioneer in “automated authoring processes”. His work on computer authoring has resulted in one patent (US Patent #7,266,767, Method and apparatus for automated authoring and marketing) and over 200,000 book titles (more than 100,000 of which are available on Amazon). He says he has authored hundreds of thousands of poems using graph theory (I don’t even want to know what that means). Many of his titles use the “Webster” name to give it an imprint of authority, though the Webster name is in the public domain and in fact means nothing.

The basic idea is simple: create an application-specific template, fill it in with web-searched data, then apply some automated copy-editing rules. Combine this with print-on-demand, and viola. A hundred thousand books on Amazon (a large portion of which, I suspect, have never been read by a human).

I ran across this interesting and bizarre idea while searching on Amazon recently and coming across a title that intrigued me: Microlithography: Webster’s Timeline History, 1975-2007. The title sounded great, but the author was unfamiliar to me. What could it be? Since I have a lithography timeline of sorts on my website (http://www.lithoguru.com/scientist/lithohistory.html), I wanted to know. It cost me $28.95 to find out, and I am now on a mission to make sure that no one else will have to waste their time and money the way I did.

I’m not sure what I thought a “Timeline History” was, but in Dr. Parker’s automated hands it is simply an ordered list of publications containing the keyword (Microlithography, in this case). And not a very good list, either. The formatting varies from entry to entry, with each item largely unidentified (Is it a book? A journal article? A Master’s Thesis? A conference proceedings?) and often with insufficient information to actually find the item without Google’s help. To get a feeling for what is there, here are some stats.

The book has 347 entries, of which 22 are duplicates. The majority of the unique entries are patents (325, 70%), most of which include abstracts but none of which include patent numbers. Without these entries, the book would only be a few pages long. The rest are books, journals and conference proceedings (67, 20%), technical reports found on webpages (15, 5%), MS and PhD theses (10, 3%), individual peer-reviewed articles (5, 1.5%), and an encyclopedia entry (1, 0.3%).

What am I to make of these numbers? Are there really only 5 peer-reviewed articles on microlithography between 1975 and 2007? Only 10 MS and PhD theses? I have in my office far more than 67 books, conference proceedings and journals on microlithography. And what about the patents?

While patents make up the majority of the entries, 325 is closer to the number of microlithography patents issued in a few months, rather than over a 32 year period. A quick search of patents issued between 1975 and 2007 (using Google Patents) with the keyword “microlithography” turned up 7,300 patents. There are 2,860 patents with microlithography in the title. If you add “photolithography” to the keyword search, there are 29,900 hits, rising to 33,100 when “optical lithography” is added to the keywords. I’m not sure what value the 325 patents (less than 1% of the total) contained in this little book might provide a reader.

The bottom line is this: Microlithography: Webster’s Timeline History is a waste of time, a waste of money, and a waste of print-on-demand paper. I suspect that the full range of Philip M. Parker’s computer-generated books have equal value.

But hey, I got a blog post out of it. And it was entirely human-written.

Lithography: How Slow Can We Go?

Moore’s Law has always been about economics: if we follow the trend of Moore’s Law, we can reduce the cost per function for our integrated circuits, making chips more powerful for the same cost, or making chips of a given capability cheaper. Historically, cost per function has decreased by about 29% per year, corresponding to a factor of 2 decrease in cost every two years. There are signs that this historic cost reduction trend will slow down. How much of a slowdown can our industry tolerate? If the cost per function is expected to decrease by less than 10% per year going forward, it is unlikely that chipmakers will be willing to invest the massive amounts required for a new generation of fabs. I suspect that the minimum cost per function decrease we can live with is about 15% per year.

What does this say about lithography costs and capabilities per technology node? The cost/function of a chip is the ratio of the cost/area of finished silicon from making the chip and the functions/area that the technology node can deliver. Over the last decade we have been on a 2-year technology shrink schedule, so that the functions/area double every two years. Thus, by keeping the cost/area constant, we have been able to reduce cost/function by 29% per year. If we stay on the same 2-year shrink cycle, a minimum allowed 15% cost/function decrease per year would allow a maximum of 20% increase in the cost/area of silicon each year. Alternately, if we keep the cost/area of silicon constant, we could slow down the 2-year technology node shrink cycle to 4 years between technology nodes, and still get the required 15% reduction in cost/function per year.

Of course, everyone in the semiconductor industry would love to stay on our historic trends: constant cost/area of finished silicon, and a two year cycle of doubling the functions/area. It seems unlikely that this trend can be maintained during the current decade, however. Thus, using a minimum allowed cost/function decrease of 15%/year as a target, we can either allow chipmaking costs/area to increase by 20% each year and stay on the 2-year technology node cycle, or we can allow our technology node cycle to slow to every four years while keeping manufacturing costs/area constant. Either option will allow for continued success, and probably a bit of growth, for the semiconductor industry. But if the technology shrinks come too slowly, or costs rise too quickly, the days of Moore’s Law will be numbered.

Estimating Pi Day

Today is pi day (3/14 – get it?), the not-exactly-official day to celebrate the mysteries of a circle’s circumference over its diameter. When this most famous numerical expression of irrationality is closely combined with the second most famous irrational number –Euler’s constant, e – the result is a common mode of celebration today: eating pie. Enthusiasts pride themselves on memorizing pi’s non-repeating digits out to 100 places, or they put the first one million digits on their webpage. Algorithms for calculating pi abound (my favorite requires a random number generator), with new ones regularly revealed.

But to use pi in a calculation (which anyone who performs scientific or engineering calculations almost certainly will do), one must necessarily approximate by truncating pi to a certain number of digits. One of the earliest truncations leads to just one digit: the Bible equates pi with 3 in two verses.

1 Kings 7:23, New International Version: “He made the Sea of cast metal, circular in shape, measuring ten cubits from rim to rim and five cubits high. It took a line of thirty cubits to measure around it.” (2 Chronicles 4:2 says essentially the same thing.)

If you want to estimate pi to more than one digit, you must look to sources more authoritative than the Bible.

Modern politicians can be expected to do a bit better than a 2500-year-old religious text, but not by much. In 1897, Taylor I. Record introduced a bill into the Indiana state legislature, written by physician and amateur mathematician Edwin J. Goodwin, which defined pi to be 3.2 (not even an accurate rounding). The bill allowed Indiana schools to use Goodwin’s copyrighted proof of the squaring of the circle for free – schools from other states would have to pay a royalty. The resulting House Bill 246 passed unanimously, 67 to 0. Fortunately, the chair of Purdue University’s mathematics department, Professor Clarence Waldo, fought bravely against this injustice against enlightened thinking and empirical observation. By lobbying the state Senate, Waldo convinced the Senators to table the bill indefinitely. (For the complete story, see here.)

Alas, we still have too few scientists and engineers and mathematicians in elected office. And while redefining pi is unlikely to come up again in legislation, there are still too many attempts to legislate the results of science, from evolution to climate change. We will always need more Clarence Waldo’s preaching reason, and more legislators who will listen to them.

Advanced Lithography 2012 – Day 4

As expected, the first EUV session of the last day of the conference filled a large room. It was time to hear the status of EUV tool development, in particular the EUV sources. ASML started things off with a rosy recounting of the successes of 2011. After installing their sixth NXE:3100 preproduction tool, ASML bragged of the 5300 EUV wafers processed at customer sites by these six tools in 2011. I couldn’t help remembering the ASML press release from last month saying a single 193i tool processed 4000 wafers in a day. That, in a nutshell, is the gap between preproduction and high volume manufacturing. They have a long way to go.

The EUV source status reports made future progress to higher power sound inevitable. Today, customers have sources with 9W of power at the intermediate focal plane, a 20W upgrade is being qualified, 50W has been demonstrated, and getting to 100W by the end of the year is straightforward. What could be easier? Somehow, I remain skeptical. Maybe it is because neither source presentation mentioned the damage caused by tin debris – the 5kV shorts or the frequent replacements of $1M collector mirrors – which can only get worse as source power goes up. Maybe it is because the roadmaps made the optimistic assumption that doubling the input laser power would double the EUV source output. Maybe it is because every past source milestone has been missed and it seems likely that future progress will be harder than past progress. Maybe it is because nature does not like EUV.

Or maybe I am biased. I wish the source vendors luck in reaching their goals. They are under a lot of pressure. In contrast, there was frequent mention of significant progress in EUV photoresists. A demonstration of 16 nm lines and spaces looked promising, though the dose was 33 mJ/cm2 (most people are hoping for 20 mJ/cm2 eventually) and the LWR was 3.7 nm, 23% of the nominal CD. This is progress certainly, but I find it very hard to believe that both dose and LWR will be appreciably reduced by next year.

I enjoyed the session on roll-to-roll printing, especially the Rolith presentation on a cylindrical phase-shifting mask with a UV lamp inside. This world of super-high volume patterning on continuous rolls of low-cost substrates is so different from what I think of as lithography that I could do nothing but look on in amazement.

The day ended for me with the last optical lithography session, where Nikon and ASML presented the current status of the latest 193-nm scanners. While single-patterning resolution remains fixed, the rest of the tool is getting better: CD uniformity, overlay and throughput. Under ideal conditions, CD uniformity can be less than 1 nm, single machine overlay can be less than 2 nm, and throughput can be over 220 wafers per hour (with a roadmap to >270 wph). These tools are becoming optimized for double patterning.

My favorite quote of the day: “Math works.” – John Biafore, commenting on a presentation showing a successful simulation prediction.

My least favorite quote: Cymer, talking about their improved internal EUV source testing facilities, said they will “hopefully learn faster than [the chip companies] do.”

And so another SPIE Advanced Lithography symposium is over. Till next year.