tag:blogger.com,1999:blog-6491615339543199672024-03-13T05:45:15.313-07:00Beer, Circuits and k9sa blog about beer, circuits, dogs and ultraviolenceEduardo Corpeñohttp://www.blogger.com/profile/13450309034759709995noreply@blogger.comBlogger13125tag:blogger.com,1999:blog-649161533954319967.post-30033045821683037742020-06-09T17:54:00.003-07:002021-10-29T10:24:23.160-07:00Teaching Online<br />
Since 2011, I've been involved in online education in some way or another. First I took the iconic AI class by Peter Norvig and Sebastian Thrun, which started the whole MOOC revolution and a handful of MOOC businesses like edX, started by Anant Agarwal at MIT; Udacity, started by Sebastian Thrun; and Coursera, started by Andrew Ng, a pioneer who taught the Machine Learning class right next to the AI class back in 2011.<br />
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" width="320" /><br />
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Since then, I've taken lots of MOOCs and loved the experience. In 2014, I applied for the first MOOC-based Master's degree from a top university in computer science, Georgia Tech. I'm talking about the <a href="https://omscs.gatech.edu/" target="_blank"><i>Online Master of Science in Computer Science</i></a> program. I graduated in 2017 and loved every minute of it.<br />
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</h3>
<div>
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<h3>
Udemy</h3>
Some time in 2015 my brother told me about Udemy and how I could teach whatever I wanted as a hobby. So I decided to try my hand at it, and produced a course titled <i>Beyond Arduino</i>. The main objective of this course is not nice: Convincing the audience that there's more to embedded systems than Arduino!<br />
Udemy was perfect to spread this idea because, well, as a university professor I didn't want to share my bad critiques towards Arduino (objective as they may be), on behalf of a university that teaches Arduino in some programs.<br />
<br />
This course eventually turned into a whole ongoing series:<br />
<div class="MsoNormal" style="line-height: normal;">
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<h4>
</h4>
<h4>
<ul>
<li><a href="https://www.udemy.com/course/beyond-arduino-gpio/?referralCode=0956B97EC98EFF8C86DB" target="_blank"><span face=""arial" , sans-serif" style="color: blue; font-size: 12pt; font-weight: normal;"><i>Part 1: General Purpose Input/Output</i></span></a></li>
<li><a href="https://www.udemy.com/course/beyond-arduino-analog/?referralCode=FA44DC204647266C790A" target="_blank"><span face=""arial" , sans-serif" style="color: blue; font-size: 12pt; font-weight: normal;"><i>Part 2: Analog Input/Output</i></span></a></li>
<li><a href="https://www.udemy.com/course/beyond-arduino-interrupts/?referralCode=C985B252DC3764BE18C3" target="_blank"><span face=""arial" , sans-serif" style="color: blue; font-size: 12pt; font-weight: normal;"><i>Part 3: Interrupt Driven Embedded Applications</i></span></a></li>
<li><a href="https://www.udemy.com/course/beyond-arduino-c-for-embedded-applications/?referralCode=42AF59FAB3CDA8E54EE0" target="_blank"><span face=""arial" , sans-serif" style="color: blue; font-size: 12pt; font-weight: normal;"><i>Part 4: C for Embedded Applications</i></span></a></li>
</ul>
</h4>
<br />
<br />
My second course came from the heart! It's the engineering trick that made all of the math and physics suffering go away for me. The trick is problem solving with a Top-Down mindset. This was another course I had to make on my own because it's a critique on the whole educational system: In school we were taught math, physics and the whole STEM bunch backwards! We were taught to imitate the teacher, to follow steps, but rarely how to <i>produce </i>those steps.<br />
So that's what I teach in this course: <a href="https://www.udemy.com/course/hacking-stem/?referralCode=47DD0278FA0884E96907" style="font-family: Calibri, sans-serif; font-size: 11pt; text-align: center;" target="_blank"><i><span face=""arial" , sans-serif" style="color: blue; font-size: 12pt; line-height: 17.12px;">Learn a Trick to Stop suffering at Math and Physics!</span></i></a><div><br /></div><div>I also wrote a book based on the contents of this course. <a href="https://www.amazon.com/Top-Down-Approach-Problem-Solving-Struggling-ebook/dp/B09J32CZJM/ref=sr_1_3" target="_blank">You can find it on Amazon</a>.<br />
<br />
At some point, I decided to also teach the other face of embedded systems: FPGA design. This series has 4 courses so far:<br />
<div class="MsoNormal" style="line-height: normal;">
</div>
<ul>
<li><a href="https://www.udemy.com/course/fpga-embedded-design-verilog/?referralCode=D9EC0E8A0BB0435FA63A" target="_blank"><span face=""arial" , sans-serif" style="color: blue; font-size: 12pt;"><i>Part 1: The Verilog Language</i></span></a></li>
<li><a href="https://www.udemy.com/course/fpga-embedded-design-fpgas/?referralCode=2AA912C8AD33BC7F82CA" target="_blank"><span face=""arial" , sans-serif" style="color: blue; font-size: 12pt;"><i>Part 2: Basic FPGA Training</i></span></a></li>
<li><span face=""arial" , sans-serif" style="color: blue; font-size: 12pt;"><i><a href="https://www.udemy.com/course/fpga-embedded-design-eda-tools/?referralCode=8FDDE90F56DCBEEF19CD" target="_blank">Part 3: Electronic Design Automation Tools</a></i></span></li>
<li><span face=""arial" , sans-serif" style="color: blue; font-size: 12pt;"><a href="https://www.udemy.com/course/draft/1243298/?referralCode=56D241671965DC36673B" target="_blank"><i>Part 4: Microprocessor Design</i></a></span></li>
</ul>
<br />
Then I started a series on RISC-V embedded applications. Here are the installments so far:<div><ul style="text-align: left;"><li><a href="https://www.udemy.com/course/riscv-isa/?referralCode=8CF340576B5AB9D4D55C" target="_blank"><i>Embedded Fun with RISC-V, Part 1: The RISC-V ISA</i></a></li></ul><br />
<h3>
Lynda and LinkedIn Learning</h3>
I always wanted to teach at Lynda.com because of its prestige, so a couple of times I applied to be considered as an instructor, but for some reason I never got a reply. Then, in 2016, right before getting my MSc degree, I decided to pull the Georgia Tech card, and boom! I got my reply. Since then I've enjoyed producing courses with an elite group of talented professionals in all steps of the educational material development process. By then Lynda.com had started transitioning into LinkedIn Learning. Here are my profiles with the courses I've created with them so far:<br />
<br />
<ul>
<li><span face=""arial" , "helvetica" , sans-serif"><i><a href="https://www.linkedin.com/learning/instructors/eduardo-corpeno?u=2125562" target="_blank">My instructor profile at LinkedIn Learning</a></i></span></li>
<li><a href="https://www.lynda.com/Eduardo-Corpeno/9388115-1.html" target="_blank"><i><span face=""arial" , "helvetica" , sans-serif">My instructor profile at Lynda.com</span></i></a></li>
</ul>
<br />
<br />
<h3>
GalileoX, at edX</h3>
Along the way, I've produced some courses for my employer, <a href="http://www.galileo.edu/" target="_blank">Universidad Galileo</a> and edX. It turns out that sometime around 2016, Galileo University decided to join the select group of universities that teach online at edX.<br />
<br />
<i><a href="https://www.edx.org/bio/msc-eduardo-corpeno"><span face=""arial" , "helvetica" , sans-serif">Here's my teacher profile with my GalileoX courses</span></a>.</i><br />
<br />
<br />
<h3>
Galileo University</h3>
Of course, this journey has given me a number of priceless abilities that have been useful in my 9 to 5 job as an educator. Well, the same can be said the other way around: The reason I was able to pull this off is the 15 years of training I had by teaching at Galileo since 2004.<br />
Having created a Master's program at Galileo, I got very motivated to turn that program into a fully-online Master's program, and that's what I've been doing over the last 2 years: Producing high quality online courses for my own program, with the help of our talented faculty.<br />
<br />
<br />
<br /></div></div>Eduardo Corpeñohttp://www.blogger.com/profile/13450309034759709995noreply@blogger.com0tag:blogger.com,1999:blog-649161533954319967.post-34137862008221593852012-12-15T19:25:00.002-08:002012-12-15T19:25:54.872-08:00Nico dies like an OutlawNicolás Chongó recently learned how to die properly after being shot at high noon.<br />
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Enjoy,<br />
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<br />Eduardo Corpeñohttp://www.blogger.com/profile/13450309034759709995noreply@blogger.com0tag:blogger.com,1999:blog-649161533954319967.post-20416686285395250982012-08-20T20:43:00.001-07:002012-12-15T19:23:05.290-08:00Nicolás Chongó's Biological ParentsOk, so after some investigation, I have Nico's biological parents' info.<br />
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They are Pishi and Tita from Perrulul, a breeder located nearby.<br />
<br />
Pishilín is mostly white and Tita's coat is just like Nicolás'. They're both mexican A-pedigree long coat chihuahuas.<br />
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<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://lh6.googleusercontent.com/-WEdYfpcxHM4/UDMD3hWwY7I/AAAAAAAAAIo/RFcyzhCZ7NU/s640/blogger-image-597294049.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="241" src="https://lh6.googleusercontent.com/-WEdYfpcxHM4/UDMD3hWwY7I/AAAAAAAAAIo/RFcyzhCZ7NU/s320/blogger-image-597294049.jpg" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Tita, Nico's Mum</td></tr>
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<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://lh6.googleusercontent.com/-W-wd8koXiC0/UDMD4X79JdI/AAAAAAAAAIw/_ev6AjkDx24/s640/blogger-image-195405974.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="320" src="https://lh6.googleusercontent.com/-W-wd8koXiC0/UDMD4X79JdI/AAAAAAAAAIw/_ev6AjkDx24/s320/blogger-image-195405974.jpg" width="289" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Pishilín, Nico's Dad</td></tr>
</tbody></table>
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://lh6.googleusercontent.com/-os7-FjvGW1o/UDMD5Ca2qsI/AAAAAAAAAI4/w5-RsRk2HQY/s640/blogger-image-1284206410.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="320" src="https://lh6.googleusercontent.com/-os7-FjvGW1o/UDMD5Ca2qsI/AAAAAAAAAI4/w5-RsRk2HQY/s320/blogger-image-1284206410.jpg" width="240" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Nicolás Chongó, their offspring</td></tr>
</tbody></table>
Eduardo Corpeñohttp://www.blogger.com/profile/13450309034759709995noreply@blogger.com1tag:blogger.com,1999:blog-649161533954319967.post-27545346278068949202012-05-29T13:10:00.002-07:002012-05-29T13:10:38.734-07:00ASUS LidMy display :(<br />
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<a href="http://1.bp.blogspot.com/--W1pTtCt_s0/T8UtJVIej7I/AAAAAAAAAH4/X85noIc_cps/s1600/lid2.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="480" src="http://1.bp.blogspot.com/--W1pTtCt_s0/T8UtJVIej7I/AAAAAAAAAH4/X85noIc_cps/s640/lid2.png" width="640" /></a></div>
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<br />Eduardo Corpeñohttp://www.blogger.com/profile/13450309034759709995noreply@blogger.com0tag:blogger.com,1999:blog-649161533954319967.post-12971838309254187002012-04-03T11:48:00.001-07:002012-04-03T11:48:18.946-07:00More Clicker TrainingHere's more on Nicolás Chongó's clicker training progress.<br />
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<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="http://3.bp.blogspot.com/-1ti3aGiRz1c/T3tEeqbK6pI/AAAAAAAAAHc/_TWEdZu0hZ8/s1600/IMG00188-20120402-1205.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="300" src="http://3.bp.blogspot.com/-1ti3aGiRz1c/T3tEeqbK6pI/AAAAAAAAAHc/_TWEdZu0hZ8/s400/IMG00188-20120402-1205.jpg" width="400" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Nico ready to do his pillow trick</td></tr>
</tbody></table>
He learned to lean his head on a pillow. He literally learned to do this in 5 minutes. Then I decided to film him doing it. Watch.<br />
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Just like any other Canis Lupus Familiaris, Nico enjoys going out for a walk :) <br />
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<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="http://4.bp.blogspot.com/-v7hNPo2VZQM/T3tEhpmB3pI/AAAAAAAAAHk/2IGpohn4Jkw/s1600/jaralalalrlaralrlalrlalrla.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="300" src="http://4.bp.blogspot.com/-v7hNPo2VZQM/T3tEhpmB3pI/AAAAAAAAAHk/2IGpohn4Jkw/s400/jaralalalrlaralrlalrlalrla.jpg" width="400" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Nico Outdoors</td></tr>
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<br />Eduardo Corpeñohttp://www.blogger.com/profile/13450309034759709995noreply@blogger.com0tag:blogger.com,1999:blog-649161533954319967.post-37951915112303735262012-03-17T10:48:00.003-07:002012-03-18T08:28:45.887-07:00I has a ChihuahuaWe have a handsome long-haired chihuahua since february. His name is Nicolás Chongó.<br />
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<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="http://1.bp.blogspot.com/-nfTk6moCcHQ/T2TNaQrIqyI/AAAAAAAAAG4/knkZiaGKeRo/s1600/IMG00135-20120317-1134.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="300" src="http://1.bp.blogspot.com/-nfTk6moCcHQ/T2TNaQrIqyI/AAAAAAAAAG4/knkZiaGKeRo/s400/IMG00135-20120317-1134.jpg" width="400" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Nico</td></tr>
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He was at the pet shop for over 3 months until we decided to take him home.<br />
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<tr><td style="text-align: center;"><a href="http://3.bp.blogspot.com/-nS2vJG8yC-4/T2X9Lk1sm0I/AAAAAAAAAHA/qZae4AkW3Js/s1600/Nikito+Border+Collie.jpg" style="margin-left: auto; margin-right: auto;"><img border="0" height="300" src="http://3.bp.blogspot.com/-nS2vJG8yC-4/T2X9Lk1sm0I/AAAAAAAAAHA/qZae4AkW3Js/s400/Nikito+Border+Collie.jpg" width="400" /> </a></td><td style="text-align: center;"></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Nico says he wants to be a border collie when he grows up</td></tr>
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I've just started teaching him obedience using <a href="http://en.wikipedia.org/wiki/Positive_reinforcement#Positive_and_negative_reinforcement">positive reinforcement </a>with a <a href="http://en.wikipedia.org/wiki/Clicker_training">clicker</a>.<br />
Here's a little demo. He was having trouble telling the difference between "Sit" and "Down", so we're working on it in the video.<br />
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<span style="font-size: x-small;">Nico learning the difference between "Siéntese" & "Échese" </span></div>Eduardo Corpeñohttp://www.blogger.com/profile/13450309034759709995noreply@blogger.com0tag:blogger.com,1999:blog-649161533954319967.post-2764041206303348672011-12-17T16:05:00.000-08:002011-12-17T17:52:00.416-08:00I NEED to know!<span style="font-size: large;">Why does Forrest Gump sit next to the TV instead of facing it while "watching TV"?</span><br />
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Does anyone know?<br />
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Someone asked the same in the <a href="http://www.youtube.com/watch?v=O6jazQ1ZXY0">comments for this video</a>. </div>
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Anyone?Eduardo Corpeñohttp://www.blogger.com/profile/13450309034759709995noreply@blogger.com0tag:blogger.com,1999:blog-649161533954319967.post-86808736381350638462011-11-13T06:23:00.001-08:002011-11-14T16:06:37.925-08:00Losing it (How to find stuff you've lost)I recently lost my passport with my US visa in it. I made a thorough search everywhere. Everywhere it could possibly be, according to me. I finally found it, and remembered how happiness feels.<br />
<br />
While doing this search I even googled how to find stuff you lost, and it turned out that I had already tried most of the suggestions I found in places such a <a href="http://www.wikihow.com/Find-Lost-Objects">this one</a> and <a href="http://www.professorsolomon.com/12principles.html">this one</a>.<br />
<br />
Since this problem of mine is chronic, I decided to share my experience losing stuff, hoping it might help you find something you've lost. Here's what has been useful to me:<br />
<ul>
<li><a href="http://en.wikipedia.org/wiki/Occam%27s_razor"><b>Occam's Razor</b></a>. Don't insist on far-fetched possibilities like "Someone's trying to destroy you, broke into your house to get your wallet and is going to do illegal stuff using your identity and get away with it leaving you to pay for the mess". Although that's possible, a more <i>likely </i>possibility is "You left your wallet at the bank", so relax. Things might even turn out where they're supposed to be.</li>
<li><b>Stalk Yourself</b>. Make a detailed reconstruction of all the things you've done and places you've visited since you last saw the missing item until you first noticed it's missing. Social networks have become extremely handy for me: Check your Tweets and Facebook messages. Things like "At the movies, then to the bar" or "I hate bringing my backpack to the mall" may contain very helpful clues. Even pictures of you with and without the item might help.</li>
<li><b>Don't stick to one conclusion</b>. Even if you've made a list of places you visited, people you talked to and things you did on one particular day, there's a big chance you didn't lose the item that day.</li>
<li><b>With all this info, ask everywhere</b>. You have to be pushy. You have to insist and describe the object at least twice. Last time I had to ask the guy "Are you really really sure?, because it looks just like that envelope over there", which was not my envelope, but the guy remembered my envelope after looking at the one I pointed to. So if I hadn't insisted, I would've ended up writing something very different here. Remember: You're interested, no one else is.</li>
<li><b>Give up looking in places you've already looked thoroughly</b>. Don't search your office 14 times (Like I did last time). If your cellphone wasn't inside your desk drawer yesterday, it won't be there today. But make sure you've searched thoroughly! It might be under a sheet of paper you overlooked twice.</li>
<li><b>If you need it soon, start getting a replacement</b>. There is a chance that you won't find what you've lost. In that case, searching won't ultimately get your item and the sooner you start getting a replacement, the better. Worst case: You'll manage with your replacement. Best case: You'll have two of those.</li>
</ul>
<br />
<span style="font-size: large;"><b>Here's some advice</b></span> <span style="font-size: large;"><br /></span><br />
If you have trouble losing stuff often, consider the following preventive heuristics:<br />
<ul>
<li><b>Accept the fact that you have a problem and try to focus</b>. People lose their stuff because they're absent minded. Try to make it a routine to always ALWAYS look at the table before you leave the restaurant, check your wallet after paying for something, etc. Just like an alcoholic should always watch out, you must remember that you have a tendency to leave your stuff behind.</li>
<li><b>Have a special place for important things</b>. You might want to consider getting a safe. Always put your important stuff there.</li>
<li><b>Put a tag on your important stuff with your contact info.</b> If you don't want to use your phone number, you can use an email address you seldom use.</li>
<li><b>Pay a visit to your lawyer </b>and <b>get a certified copy</b> of all your important/irreplaceable documents. You'll thank yourself later (very much).</li>
<li><b>Always have a copy of your car keys in a separate key chain</b>. I use my spare keys like twice a year.</li>
</ul>
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<span style="font-size: large;"><b>Some examples</b></span> <span style="font-size: large;"><br />
</span><br />
I've lost several things on several occasions, which have worried me very much. Here's a little summary of the latest with the places they were found:<br />
<ul>
<li><b>2007</b>: I lost a briefcase containing my passport and my BSEE diploma. It was at a house I used to live in.</li>
<li><b>2010</b>: I lost my passport (again) at the JW Marriot in Orlando at FTF (Freescale's technology event). It was inside the safe of the room I had already checked out from. </li>
<li><b>2010</b>: I lost my Guatemalan ID (which took about 8 years to
get since I'm originally from Honduras). I dropped it on the street in front of a place I visited. A kid
found it and gave it to the salesperson. </li>
<li><b>2011</b>: I lost my backpack with my ASUS laptop at San Antonio, TX airport. The police took it as part of their policy of unattended luggage. They called me :S</li>
<li><b>2011</b>: I lost a bag of Sparkfun gooddies I was going to give away at a technology event that was coming up (I'm not the only one to blame for this one... this isn't the toughest on the list either). It was in a storage room I searched at least twice. </li>
<li><b>2011</b>: I (not my wife) lost an invitation to a wedding we had no clue when or where was going to be. It was in my wife's nightstand, where we both had looked at least twice.</li>
<li><b>2011</b>: I lost an envelope containing my LIFE: My Guatemalan ID and my passport with my US visa. It was at the supermarket. Not the supermarket I suspected, but the other one.</li>
<li><b>Always</b>: I leave my car keys inside. Once I had to Clothes-Hanger it, but only once. Then I got a copy of my car keys and carry it with me in a separate keychain always.</li>
<li><b>2011</b>: I forgot to handbrake my car. I found it in front of my house with a dent on the front bumper :( </li>
</ul>
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________________________________________________________________________________<br />
I want to thank my wife for being so supportive. I haven't forgiven myself for this last one. She has :) <br />
<ul>
</ul>Eduardo Corpeñohttp://www.blogger.com/profile/13450309034759709995noreply@blogger.com0Pan American Hwy, Guatemala City, Guatemala14.518575247404726 -90.4806518554687514.514732247404726 -90.485587355468752 14.522418247404726 -90.475716355468748tag:blogger.com,1999:blog-649161533954319967.post-23784740602724771732011-10-21T18:03:00.000-07:002020-07-20T11:55:01.985-07:00A 7-Segment Display Recognizing Neural Network<div style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;">
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" 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Among other things, I teach Robotics to ECE students at Galileo University, Guatemala. I got to teach this class after 3 years of learning so much as a teaching assistant since 2005. Back then, in order to learn about artificial neural networks, I made a project that was assigned to our students, because I wanted to be able to answer their questions.<br />
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OK, so I made this application in Borland C++ Builder 6 back in 2005. The specific type of neural networks implemented in this project are Feed Forward Neural Networks using the Back Propagation Method, the ones described in <a href="https://web.archive.org/web/20070903231549/http://www.generation5.org/articles.asp">generation5.org</a>. By the way, if you want to learn about ANNs, I highly recommend the tutorials by James Matthews and Samuel Hsiung, which can be found at <a href="https://web.archive.org/web/20070903231549/http://www.generation5.org/articles.asp">generation5.org</a>.<br />
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" 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<span style="font-size: x-small;"><b>This is the topology for the Neural Networks implemented. The perceptrons use the sigmoid activation function.</b></span> </div>
<br />
So this application is a Neural Network trained to recognize all 10 digits in a 7 segment display. The user enters the pattern using 7 buttons. It's supposed to guess the meaning of a received pattern, as would be required by an intelligent system (say, a robot) observing a 7 segment display, which is a very cool computer vision application.<br />
<br />
You may argue that hard-coding the 10 digits would do the trick. True, but the real value in a neural network is that by means of <b><i>teaching</i></b> the system how the numbers look, you are giving it the chance to make guesses for incomplete or weird patterns, which would be the case if the observed display has one or more damaged segments. This is a very reduced application of the same principle used in <a href="http://en.wikipedia.org/wiki/Optical_character_recognition">OCR</a>.<br />
<br />
I made 2 implementations to solve this problem:<br />
<ul>
<li><b>Single-Output ANN</b>: Outputs an integer (0-9) corresponding to the digit concluded by the ANN given the input.</li>
<li><b>7-Output ANN</b>: Outputs an array of 7 boolean variables that
represent each segment. This also works as an "Auto Complete" feature.
This implementation has the disadvantage of being able to come up with non-numeric patterns (A, -1, L, E and so on). </li>
</ul>
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" width="315" /></div>
<div style="text-align: center;">
<span style="font-size: x-small;"><b> The single output version of the application</b></span></div>
<br />
In both applications, the user sets the following parameters (please go to <a href="https://web.archive.org/web/20070903231549/http://www.generation5.org/articles.asp">generation5.org</a> if you're not familiar with the terms):<br />
<ul>
<ul>
<li>3 or 4 layered Neural Network (1 or 2 hidden layers).</li>
<li>How many neurons to use per layer (first MUST be 7 and last MUST be 7 or 1).</li>
<li>Training Goal: Train until a specific error % is reached or Train a specific number of iterations.</li>
<li>Eta, the learning rate.</li>
<li>The Bias.</li>
<li>The Goal (Error or Iterations).</li>
</ul>
</ul>
<a href="https://onedrive.live.com/redir?resid=8E6DA660156A3611!1703&authkey=!AK9OlXOgnv-g3bg&ithint=file%2czip">Go ahead and try it</a>. Sorry, they're Windows apps. I HAVE to start writing online code :(<br />
The source code of the library I made is included in case you want to fiddle with it.<br />
<br />
<span style="font-size: large;"><b>Artificial Intelligence </b></span><br />
I like Artificial Intelligence very much. I teach some of it at my Robotics class, but I never received formal education on it.<br />
<br />
I recently enrolled in <a href="http://www.ai-class.com/">the online version of Standford's CS221 AI class</a> to learn more. So far, it's been OK: relatively easy to understand, not <i>prohibitively </i>time consuming, sometimes it's been challenging, but most importantly: it's been fun. <br />
<br />
Again, for practical stuff and to learn lots about AI, go to <a href="https://web.archive.org/web/20070903231549/http://www.generation5.org/articles.asp">generation5.org</a><br />
<br />Eduardo Corpeñohttp://www.blogger.com/profile/13450309034759709995noreply@blogger.com47A Avenida, Guatemala City, Guatemala14.609207620784646 -90.50573587417602514.608247120784647 -90.506969874176022 14.610168120784646 -90.504501874176029tag:blogger.com,1999:blog-649161533954319967.post-34111614931843904002011-08-17T07:49:00.001-07:002022-08-26T09:10:40.798-07:00Visual brainfuck<span style="font-size: x-small;"><b><i>"Rule #1 about Visual brainfuck is you do NOT talk about Visual brainfuck"</i></b></span><br />
<br />
Visual brainfuck is an Integrated Development Environment for brainfuck and Ook! applications. It has a GUI with the following key components:<br />
<ul>
<li>Three text editors: Input, Output and Program.</li>
<li>A Debugger with:</li>
<ul>
<li>An animation with Memory Tape and a Program Tape watches.</li>
<li>Currently executed instruction indicators embedded in the Program Editor.</li>
<li>Breakpoint support.</li>
<li>Continuous and step execution.</li>
<li>Peek & Poke Controls.</li>
<li>The ability to display memory values in decimal, hex or ASCII.</li>
</ul>
<li>A <a href="http://edn.embarcadero.com/article/27317">Component Palette</a> that looks just like Delphi's or C++ Builder's.</li>
<li>A Text Encoder application that generates a brainfuck program that prints the desired text.</li>
<li>An Ook! Translator application that translates from brainfuck to Ook! and the other way around.</li>
<li>A brainfuck compiler for generating executables. This is particularly useful when the code is too dense for the debugger to run quickly.</li>
<li>A thoroughly detailed help file.</li>
</ul>
Here's a screenshot of the well-known Sierpinski triangle brainfuck program running in Visual brainfuck.<br />
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<a href="http://1.bp.blogspot.com/-NxOcbf2IhoQ/TkvPbalZ3sI/AAAAAAAAAFE/B1QgJc6ytwQ/s1600/visualbf.png" style="margin-left: 1em; margin-right: 1em;"></a><div class="separator" style="clear: both; text-align: center;"><a href="http://1.bp.blogspot.com/-NxOcbf2IhoQ/TkvPbalZ3sI/AAAAAAAAAFE/B1QgJc6ytwQ/s1600/visualbf.png" style="margin-left: 1em; margin-right: 1em;"></a><a href="https://blogger.googleusercontent.com/img/a/AVvXsEjSr4B4x7eU4BwScj-TC_CmPU82JOMBKpNM0802iQ-iiK_pB0SzbnbYVuYhBLPmnZ2MU-3qJDvDD4sPx-IxeCiOKF53jFnOvpBaHnEwT_MCj7Hggnd0iQpMfqEHyGvMvpoMkiE3g889KUM6r1_y08UAXoR8ku2EfNhVFut3iKTXpRNe4Ei5_PI0unYF" style="margin-left: 1em; margin-right: 1em;"><img data-original-height="449" data-original-width="640" height="450" src="https://blogger.googleusercontent.com/img/a/AVvXsEjSr4B4x7eU4BwScj-TC_CmPU82JOMBKpNM0802iQ-iiK_pB0SzbnbYVuYhBLPmnZ2MU-3qJDvDD4sPx-IxeCiOKF53jFnOvpBaHnEwT_MCj7Hggnd0iQpMfqEHyGvMvpoMkiE3g889KUM6r1_y08UAXoR8ku2EfNhVFut3iKTXpRNe4Ei5_PI0unYF=w640-h450" width="640" /></a></div></div>
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<b><span style="font-size: x-small;">This is how Visual brainfuck looks.</span></b></div>
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There's a particular program I like in brainfuck: <a href="http://en.wikipedia.org/wiki/Conway%27s_Game_of_Life">Conway's Game of Life</a>, implemented by Linus Akesson. Here's the <a href="http://www.linusakesson.net/programming/brainfuck/index.php">brainfuck program</a>. Go ahead and try it in Visual brainfuck!<br />
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Feel free to <a href="http://sdrv.ms/10LeIri" target="_blank">download Visual brainfuck</a> and join the few fine esoteric developers around the world. Hopefully we'll make it to... 27?<br />
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<span style="font-size: large;">So what's the story behind Visual brainfuck?</span><br />
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Like I said earlier, I'm a big fan of <a href="http://kuashio.blogspot.com/2011/07/esoteric-programming-languages.html">esoteric programming languages</a>. Some for amusement, some for the real challenge they become. The esoteric programming language that I particularly haven't been able to get over is brainfuck. brainfuck brainfuck brainfuck.<br />
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Back in 2003 I started to work as a hardware coder, and I asked my boss to give me 2 weeks to get familiar with <i>Borland C++ Builder</i>. In these 2 weeks, I was supposed to make a project of my own. And I made Visual brainfuck.<br />
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Visual brainfuck started as a joke (just like brainfuck), but after lots of coding, I started to actually achieve my goal and got acquainted with Borland's IDE, which by the way, I consider one of the best IDEs ever made. I learned so much about events, buttons, windows, threads, the Windows API, splash screens, etc.<br />
Bottom line: If you ask my then-boss if he had the chance to hire me again, would he let me waste 2 weeks again, he'd probably say yes.<br />
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I was ready to release Visual brainfuck. I composed an email I was ready to send to my beta testers, people I'd met while learning how to put the project together. I started to learn how to make a help file and an installer for my application.<br />
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But something terrible happened: <a href="http://youarenotsosmart.com/2010/10/27/procrastination/">Procrastination</a>. My 2 weeks were up, and I said to myself: "I'll finish it at home on my free time".<br />
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<img alt="" src="data:image/png;base64,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" /></div>
<div style="text-align: center;">
<b><span style="font-size: x-small;">I still have the call for beta testers draft in my email.</span></b></div>
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Procrastination is a BIG cancer in our lives. Have you remembered about something you must do and said "I'll do it later"? Have you found yourself saying "Oh poor me, I never have time". Have you seen tihs popular and proud Tshirt?<br />
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" /><b><span style="font-size: x-small;"> </span></b></div>
<div style="text-align: center;">
<b><span style="font-size: x-small;">Procrastination's a way of life</span></b></div>
<br />
Now, about three weeks ago (august, 2011), I couldn't stand it anymore and decided to deal with this unfinished business once and for all. First, I had to dust my source code and figure out what I was thinking while coding. It was fairly commented, but a little more would've been nice. Moral: There's no such thing as enough comments in your code.<br />
<br />
Oh, but I used special fancy controls for my project. For example, Visual brainfuck has a debugger with a cursor that indicates the currently executed instruction, plus a gutter where a green arrow points to the executed instruction and where line breakpoints are set. These controls needed to be installed, which meant lots of work. I even asked a friend who worked with me on that project back in 2003 and he said "that's old school. It's been almost 10 years, get over it!" Anyway, I finally got the development up and running.<br />
<br />
I had horrible synchronization issues in two of my threads, but I fixed them by re-learning about threads and semaphores.<br />
<br />
I always intended to include a brainfuck-native microprocessor called <b><i>brainfuck uP </i></b>along with Visual brainfuck, but decided to release it separately. I'll make a dedicated post about it here.<br />
<br />
I upgraded the version of Visual brainfuck by two tenths because of two major improvements made now (2011). The first being the conditioning of the whole GUI for Windows 7 compliance (x86 and x64), and the second took some time:<br />
<br />
I was telling two of my friends about Visual brainfuck, but when they asked what exactly it was, I couldn't say it's an IDE because it didn't have a compiler. So I decided to add a compiler to it. I didn't <i>make</i> the compiler, but I went out there and googled for compilers. The first I used and integrated to Visual brainfuck was the <a href="http://home.arcor.de/partusch/html_en/bfd.html">brainfucked </a>compiler, a great, great optimizing compiler, but it makes <span style="font-family: "Courier New",Courier,monospace;">.com</span> executables which aren't compatible with Windows 7 x64. The search was very exhausting, and then I found the <a href="http://www.typesandotherdistractions.com/2011/02/brainf-net-compiler.html">Brainf***.NET</a> compiler, a very promising one, but I couldn't build it properly, and when I finally got to build it, I got some nasty runtime errors. Finally, I found and decided to use the <a href="http://www.jabb-sch.narod.ru/bf/">Brainfuck.NET</a><span id="goog_595633767"></span><span id="goog_595633768"></span> compiler, by Syschikov Andey.<br />
<br />
During all this work I made a help file and an installer, which wasn't as easy as it sounds. I used <a href="http://www.helpndoc.com/">HelpNDoc</a> and <a href="http://www.jrsoftware.org/isinfo.php">Inno Setup</a>.<br />
<br />
After a three-week ordeal, I've finally released <a href="http://sdrv.ms/10LeIri" target="_blank">Visual brainfuck version 1.2</a>.<br />
<br />
I'm very proud of all I've achieved with this project. And I'm even more proud of having actually finished it! My best advise for anyone is Finish what you started. You'll feel great!<br />
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I want to publicly thank my wife for her patience while I was sunken in this project :)Eduardo Corpeñohttp://www.blogger.com/profile/13450309034759709995noreply@blogger.com10tag:blogger.com,1999:blog-649161533954319967.post-41035960679617455852011-07-31T07:13:00.000-07:002011-08-16T18:42:52.032-07:00Esoteric Programming LanguagesOK, so I learned to code in a Tandy TRS-80's BASIC around 1986 (my father's a natural born geek), then QBASIC, then Pascal, then PBASIC for Parallax's BASIC Stamp II, then Java, and then I met a <b><span style="color: #444444;">real </span></b>programming language: C, then C++, MIPS, s08, and so on. <br />
<br />
<div class="separator" style="clear: both; text-align: center;"><a href="http://3.bp.blogspot.com/-irfCOd3MP3c/Tini49YkYvI/AAAAAAAAAEw/0lM1flIPPP4/s1600/tandy.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="287" src="http://3.bp.blogspot.com/-irfCOd3MP3c/Tini49YkYvI/AAAAAAAAAEw/0lM1flIPPP4/s400/tandy.png" width="400" /> </a></div><div class="separator" style="clear: both; text-align: center;"><span style="font-size: x-small;"><b>The Tandy TRS-80, the first computer I remember coding for. </b></span></div><span style="font-size: small;"><br />
</span><br />
<span style="font-size: small;">Esoteri</span>c Programming Languages are PLs made for the amusement of programmers, often intentionally difficult/fun/creepy to read.<br />
<b><br />
</b><br />
<span style="font-size: large;"><b>Brainfuck</b></span><br />
I was completely ignorant of esoteric programming languages until 2002, when I ran into a piece of code that looked something like this:<br />
<br />
<span style="font-family: Courier New,Courier,Monospace;"><b>[-]>[-]++++++++[<++++++++>-]<+++++>[-]>[-]+++++++[<+++++++>-]<---<.>.<--.>.</b></span> <br />
<br />
I decided to read more about it and learned it was <i>brainfuck</i> code. Brainfuck is a programming language designed by Urban Müller with the objective of making the smallest compiler ever. It looks unintelligible and I guess that's part of the joke. But it's not useless: it's actually Turing Complete.<br />
<br />
So how do I code in brainfuck?<br />
The programmer's model is a huge byte memory and a pointer. You may modify the pointer but you can never be sure what address it's pointing to because you don't have access to it. This is just what a Turing Machine looks like. That's why it's Turing complete: because it's a Turing Tarpit.<br />
There are only 8 instructions in brainfuck, each represented by a character.<br />
Here they are:<br />
<b><br />
</b><br />
<b><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;">Cmd Meaning C equivalent</span><br style="font-family: "Courier New",Courier,monospace;" /><span style="font-family: "Courier New",Courier,monospace;"> </span><span style="font-family: "Courier New",Courier,monospace;">> </span></span><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;"> </span></span><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;">Increment pointer p++;</span></span><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;"> </span></span></b><br />
<b><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;"> </span></span><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;">< </span></span><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;"> </span></span><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;">Decrement pointer </span></span><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;"> </span></span><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;">p--;</span></span><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;"> </span></span></b><br />
<b><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;"> </span></span><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;">+ </span></span><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;"> </span></span><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;">Increment pointed data </span></span><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;"> </span></span><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;">*p++;</span></span><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;"> </span></span></b><br />
<b><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;"> </span></span><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;">- </span></span><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;"> </span></span><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;">Decrement pointed data </span></span><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;"> </span></span><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;">*p--;</span></span><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;"> </span></span></b><br />
<b><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;"> </span></span><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;">[ </span></span><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;"> Jump after</span></span><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;"> matching ']' if pointed data is 0 </span></span><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;"> </span></span><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;">while(*p){</span></span><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;"> </span></span></b><br />
<b><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;"> </span></span><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;">] </span></span><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;"> Go</span></span><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;"> to matching '[' </span></span><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;"> </span></span><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;">}</span></span><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;"> </span></span></b><br />
<b><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;"> </span></span><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;">,</span></span><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;"> </span></span><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;"> Get pointed byte from <i>The</i> input </span></span><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;"> </span></span><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;">*p=getchar();</span></span><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;"> </span></span></b><br />
<b><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;"> </span></span><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;">.</span></span><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;"> </span></span><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;"> Send pointed byte to <i>The</i> output </span></span><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;"> </span></span><span style="font-size: small;"><span style="font-family: "Courier New",Courier,monospace;">putchar(*p)</span><span style="font-family: "Courier New",Courier,monospace;">;</span></span></b><br />
<br />
Any other character is ignored and considered a comment (so comments must avoid the valid characters).<br />
<br />
<span style="font-size: large;"><b>Ook!</b></span><br />
But it didn't stop there. I then learned there were tons of esoteric programming languages, such as Ook!, which is a parody of brainfuck (If that's possible). Ook! is actually the same as brainfuck, because it's isomorphic to it.<br />
Ook! is supposed to be easily understood by orangutans :) Oh, and there's no need for comments because it's supposed to be clear enough for orangutans. Any character outside the proper Ook! language is a syntax error!<br />
Ook! syntax consists of combinations of the symbols <span style="font-size: small;"><b style="font-family: "Courier New",Courier,monospace;">Ook. Ook! </b></span>and <b><span style="font-family: "Courier New",Courier,monospace;">Ook? </span></b>in pairs, separated by single spaces, which match brainfuck characters. For example, "<span style="font-size: small;"><b style="font-family: "Courier New",Courier,monospace;">Ook. Ook?</b></span>" means '<span style="font-family: "Courier New",Courier,monospace; font-size: small;"><b>>'</b></span> and "<span style="font-size: small;"><b style="font-family: "Courier New",Courier,monospace;">Ook! Ook?</b></span><span style="font-size: small;"><b><code></code></b></span>" means<b style="font-family: "Courier New",Courier,monospace;"><span style="font-family: "Courier New",Courier,monospace;"> </span>'['</b>.<br />
<br />
Quoting Wikipedia:<br />
"According to its designer, <a href="http://en.wikipedia.org/wiki/David_Morgan-Mar" title="David Morgan-Mar">David Morgan-Mar</a>, Ook! was meant to be easy for<a href="http://www.blogger.com/goog_2016722710"> </a>orangutans<br />
to read, and to prevent any mention of the word "monkey"".<br />
<br />
Quoting Dave Morgan's <a href="http://www.dangermouse.net/esoteric/ook.html">Ook! description</a>:<br />
"Um, that's it. That's the whole language. What do you expect for something usable by<br />
orang-utans?" <br />
<br />
Ok, so this is how you say "hi" in Ook!:<br />
<b><span style="font-family: "Courier New",Courier,monospace; font-size: xx-small;"> Ook. Ook? Ook! Ook? Ook! Ook! Ook? Ook! Ook. Ook? Ook! Ook? Ook! Ook! Ook? Ook! Ook? Ook. </span></b><br />
<b><span style="font-family: "Courier New",Courier,monospace; font-size: xx-small;"> Ook. Ook? Ook. Ook. Ook. Ook. Ook. Ook. Ook. Ook. Ook. Ook. Ook. Ook. Ook. Ook. Ook. Ook. </span></b><br />
<b><span style="font-family: "Courier New",Courier,monospace; font-size: xx-small;"> Ook. Ook. Ook. Ook. Ook! Ook? Ook? Ook. Ook. Ook. Ook. Ook. Ook. Ook. Ook. Ook. Ook. Ook. </span></b><br />
<b><span style="font-family: "Courier New",Courier,monospace; font-size: xx-small;"> Ook. Ook. Ook. Ook. Ook. Ook. Ook. Ook. Ook. Ook. Ook. Ook? Ook! Ook! Ook? Ook! Ook? Ook. </span></b><br />
<b><span style="font-family: "Courier New",Courier,monospace; font-size: xx-small;"> Ook. Ook. Ook. Ook. Ook. Ook. Ook. Ook. Ook! Ook. Ook. Ook. Ook! Ook.</span></b><br />
Get it? Of course not, you're not an orang-utan.<br />
<br />
<span style="font-size: large;"><b>Visual Brainfuck</b></span><br />
So I decided to start working with Borland C++ Builder in 2003 and I decided to make a brainfuck interpreter. I made Visual BF. Here's a screenshot of Visual Brainfuck running the Sierpinski triangle classic BF program.<br />
<div class="separator" style="clear: both; text-align: center;"><a href="http://2.bp.blogspot.com/-lXKTfLHMghw/TkscjEADsTI/AAAAAAAAAFA/s1FT2CbZuCo/s1600/visualbf.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="448" src="http://2.bp.blogspot.com/-lXKTfLHMghw/TkscjEADsTI/AAAAAAAAAFA/s1FT2CbZuCo/s640/visualbf.png" width="640" /></a></div><div class="separator" style="clear: both; text-align: center;"><a href="http://2.bp.blogspot.com/-zNwlHU5Rxx0/TksY5uK1gvI/AAAAAAAAAE8/7uVUwkm7Ixg/s1600/visualbf.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"></a></div><div class="separator" style="clear: both; text-align: center;"><span style="font-size: x-small;"><b>Visual Brainfuck. <a href="http://kuashio.blogspot.com/">Here</a>'s a dedicated post on it.</b></span> </div><br />
The "About" dialog had special thanks to my then boss for allowing me to be unproductive while learning.<br />
<br />
Visual brainfuck had 2 extra tools:<br />
<ul><li>A brainfuck text encoder, which generates a brainfuck program that prints the entered text.</li>
<li> An Ook! <-> brainfuck translator.</li>
</ul><span style="font-size: large;"><b>Whitespace</b></span> <br />
One esoteric PL that caught my attention is Whitespace. It uses only whitespace characters: tab, new line and space.<br />
<br />
<span style="font-size: large;"><b>Befunge</b></span><br />
Befunge is a programming language that modifies the direction of code execution, by means of four arrow symbols (<b><span style="font-family: "Courier New",Courier,monospace;">^</span></b>,<b>v</b>,<, >). All instructions are stack operations with access to the source code for variables, constants and self-modification.<br />
<br />
Here's a "Hello Wolrd" in Befunge:<br />
<br />
<pre><b><span style="font-family: "Courier New",Courier,monospace;"> >25*"!dlrow ,olleH":v
v:,_@
> ^</span></b>
</pre><span class="editsection"></span> <span class="mw-headline" id="Befunge-93_instruction_list"></span><br />
Here's the <a href="http://en.wikipedia.org/wiki/Befunge">explanation of this code</a>.<br />
<br />
<span style="font-size: large;"><b>LOLCODE</b></span><br />
And guess what! <a href="http://en.wikipedia.org/wiki/Lolcat">Lolcat</a> fans are encouraged to code in LOLCODE, a lolcat-syntax-based esoteric programming language. Its keywords are typical words found in lolcat pictures.<br />
<br />
Here's a "Hai World" in LOLCODE:<br />
<pre class="code"><b> HAI
CAN HAS STDIO?
VISIBLE "HAI WORLD!"
KTHXBYE</b></pre><br />
And here's a program that prints a count (called "COUNT!!1"):<br />
<pre class="code"><b> HAI
CAN HAS STDIO?
I HAS A VAR
IM IN YR LOOP
UP VAR!!1
VISIBLE VAR
IZ VAR BIGGER THAN 10? KTHXBYE
IM OUTTA YR LOOP
KTHXBYE</b></pre><br />
So here's a <a href="http://www.youtube.com/watch?v=DzpSREpLJY8">LOLCODE compiler</a> for Parrot.<br />
<br />
<span style="font-size: large;"><b>One-Instruction Set Computer</b></span><br />
There's a lot of crazy stuff out there, and there's a computer architecture called a <a href="http://en.wikipedia.org/wiki/One_instruction_set_computer">One Instruction Set Computer</a>. Believe it or not, there are actual Turing complete OISCs.<br />
<br />
<span style="font-size: large;"><b>R</b></span><br />
This is a programming language intended for Pirates!!!<br />
Hello World in R:<br />
<pre><b> R!
Ahoy, mayteys!
Aye, polly is a parrot that tells the crew what the Captain is thinkin'. Gar.
Ahoy, polly says, "Hello World!"
Dead men tell no tales.</b></pre>Here's <a href="http://www.illogicopedia.org/wiki/R_%28programming_language%29">the explanation of this code</a>. It's worth reading, trust me.<br />
<br />
<span style="font-size: large;"><b> </b></span><br />
<span style="font-size: large;"><b>Chef</b></span><br />
Writing this post I learned about <i>Chef</i>, another contribution of Dave Morgan. Chef is a programming language intented to make code look like an actual cooking recipe.<br />
<br />
Here's a Hello World in Chef:<br />
<br />
<pre style="font-family: "Courier New",Courier,monospace;"><span style="font-size: x-small;"><b> Hello World Souffle.
</b><b><b> </b></b><b> Ingredients.
</b><b><b> </b></b><b> 72 g haricot beans
</b><b><b> </b></b><b> 101 eggs
</b><b><b> </b></b><b> 108 g lard
</b><b><b> </b></b><b> 111 cups oil
</b><b><b> </b></b><b> 32 zucchinis
</b><b><b> </b></b><b> 119 ml water
</b><b><b> </b></b><b> 114 g red salmon
</b><b><b> </b></b><b> 100 g dijon mustard
</b><b><b> </b></b><b> 33 potatoes
</b><b><b> </b></b><b>
</b><b><b> </b></b><b> Method.
</b><b><b> </b></b><b> Put potatoes into the mixing bowl.
</b><b><b> </b></b><b> Put dijon mustard into the mixing bowl.
</b><b><b> </b></b><b> Put lard into the mixing bowl.
</b><b><b> </b></b><b> Put red salmon into the mixing bowl.
</b><b><b> </b></b><b> Put oil into the mixing bowl.
</b><b><b> </b></b><b> Put water into the mixing bowl.
</b><b><b> </b></b><b> Put zucchinis into the mixing bowl.
</b><b><b> </b></b><b> Put oil into the mixing bowl.
</b><b><b> </b></b><b> Put lard into the mixing bowl.
</b><b><b> </b></b><b> Put lard into the mixing bowl.
</b><b><b> </b></b><b> Put eggs into the mixing bowl.
</b><b><b> </b></b><b> Put haricot beans into the mixing bowl.
</b><b><b> </b></b><b> Liquefy contents of the mixing bowl.
</b><b><b> </b></b><b> Pour contents of the mixing bowl into the baking dish.
</b><b><b> </b></b><b>
</b><b><b> </b></b><b> Serves 1.</b></span></pre>So the mixing bowl is the stack and the baking dish is the standard output. Oh, and variables are ingredients and the quantities indicated are their values. n this example, note that their initials suggest the character they contain (e.g.: oil='o', water='w').<br />
<br />
<span style="font-size: large;"><b>I could go on and on, really...</b></span><br />
There's a LOT of esoteric programming languages out there (more than 600). Here are some of their names:<br />
<ul><li> 1337,</li>
<li>Argh!, Aargh! (these are not pirate programming languages, they look a lot like Befunge), </li>
<li>Zombie (by Dave Morgan, for necromancers), </li>
<li>AAAAAAAAAAAAAA!!!! (I'm not getting into that), </li>
<li>Brainfuck++ ("useful" brainfuck with file system and network support)</li>
<li>Brainfuck-- (downgrade of brainfuck, with only 5 instructions)</li>
<li>Whenever (the order of tasks is random).</li>
</ul>Go to the <a href="http://esolangs.org/wiki/Main_Page">Esoteric Programming Language Wiki</a> for more fun!Eduardo Corpeñohttp://www.blogger.com/profile/13450309034759709995noreply@blogger.com0tag:blogger.com,1999:blog-649161533954319967.post-18087366871332900842011-07-13T08:10:00.000-07:002014-08-20T23:10:38.452-07:00Flux Capacitors might help prevent pipeline hazardsFirst off, this is not serious at all. Okay, you've been warned.<br />
<br />
Ever wondered about alternative approaches to overcome Pipeline Hazards?<br />
<br />
Well, looking at <a href="http://xkcd.com/730/">this xkcd schematic</a> I started to wonder about the Flux Capacitor's potential in an actual circuit. I'll tell you what made sense in my head, but first, let me explain the basics. If you already know the basics, you may skip to "Flux Capacitors in Computers".<br />
<br />
<b>About Pipelining</b><br />
It's a way of speeding up code execution by dividing it into several stages that perform sub-tasks simultaneously by means of dedicated hardware for each stage. Four consecutive stages are typically used:<i> <b>Fetching </b></i>the instruction from memory, <b><i>Decoding </i></b>it (identifying the operation), <b><i>Executing</i> </b>the instruction, and <b><i>Writing Back</i> </b>the result. This ultimately speeds execution up (ideally in a rate equal to the number of stages in the pipeline). <a href="http://en.wikipedia.org/wiki/Instruction_pipeline">Read more</a>. <br />
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<b><span style="font-size: x-small;">Pipelined execution. Numbers shown in the graph are the instructions at the left.</span><br />
</b></div>
<b><br />
</b><br />
<b>About The Hazards</b><br />
Hazards are problems related to the use of a pipeline in an instruction execution unit. Two Hazards are considered here:<br />
<ul>
<li> <b>Data Hazards</b>: It happens when an instruction needs data that's produced by another instruction that previously entered the pipeline, but hasn't finished yet. For example let's say instruction <i><b>i</b></i> writes data into register A, and instruction <i><b>i+1</b></i> (the next one) uses register A as an operand to calculate something else. What happens when instruction <i><b>i+1</b></i> is in the <i>Execute </i>stage and <i><b>i </b></i>is in the <i>Write Back </i>stage? The value of register A used by <i><b>i+1</b></i> as an operand will be the original value prior to the execution of instruction <i><b>i </b></i>because it's not done yet. This is called a <i>Read After Write (RAW) or true data dependency</i>. This is a problem because the data used by instruction <b><i>i+1</i></b> is outdated. </li>
</ul>
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<span style="font-size: x-small;"><b>Data Hazard between Execute and WriteBack (may happen between other stages)</b></span></div>
<ul>
<li><b>Control Hazards</b>: This concerns branches, calls, interrupts, exceptions, resets, etc. When sequential execution must change due to a branch or whenever the next instruction to fetch is not the next <i>stored</i> instruction, the <i>Fetch</i> stage must be aware of the address of the next instruction (branch target, interrupt vector, etc). Furthermore, most branches are conditional, and it's not until the <i>Execute</i> stage that the processor knows whether or not the branch should be taken. This is a problem because when the processor becomes aware of a branch, all of the instructions previously loaded into the pipeline might have to be aborted (execution may have to jump elsewhere). This abort depends on the condition of the branch, which will be known after <i>Decode</i>. If the branch must be taken, the pipeline must be flushed or bubbled (instructions previously entered replaced by NOPs [no operations]). If not, no problem. Flushing/bubbling the pipeline is a problem because it's a waste of time, and the pipeline is supposed to speed things up. <div class="separator" style="clear: both; text-align: center;">
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<span style="font-size: x-small;"><b>Control Hazard with bubble</b></span> </div>
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There are many approaches to overcome these hazards, mainly divided in two kinds of strategies: Static and Dynamic. Static approaches are performed by the compiler, conditioning the resulting code (rearranging instructions, loop unrolling, and so on). Dynamic approaches are performed by additional hardware (storing data in temporary registers or keeping a record of previous hazards for prediction).<br />
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<a href="http://en.wikipedia.org/wiki/Hazard_%28computer_architecture%29">Read more</a> about pipeline hazards.<br />
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<b>About the Flux Capacitor</b><br />
"The flux capacitor is what makes time travel possible", Doc. Brown.<br />
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The Flux capacitor is the Y-shaped device inside the DeLorean Time Machine in the <i>Back to the Future </i>films. <br />
<a href="http://en.wikipedia.org/wiki/Flux_capacitor#Flux_capacitor">Read more</a>.<br />
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<span style="font-size: large;"><b>Flux Capacitors in Computers</b></span><br />
So! Let's consider the unlikely event of an actual Flux Capacitor being invented, tested, manufactured, and even miniaturized to a <a href="http://en.wikipedia.org/wiki/Very-large-scale_integration">VLSI</a> level. Not happening, bear with me.<br />
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My intention is to get useful data from the pipeline and send it back in time in order to correct the hazards.<br />
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In the video above, Doc Brown said that the Flux Capacitor from the DeLorean requires 1.21GW to operate. It was capable of reaching ±30 years of time travel for anything inside the whole DeLorean. So, taken to a very small size, hopefully a <a href="http://en.wikipedia.org/wiki/MEMS">MEMS</a> Flux Capacitor requiring a couple of watts to achieve a time travel of no more than ±1 second for a cage of a cubic micron wouldn't be so much to ask (would it?).<br />
Even if the proof of concept for time travel at this level is only able to achieve microseconds for cubic nanometers, this would be good enough because going some clock cycles back in time is all that's needed.<br />
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As described in the films, the time machine is only capable of taking objects back (or forth) in time, when they are somehow attached to the flux capacitor inside a stainless steel body. So our little (tiny) time machine would be a stainless steel cage containing a miniaturized Flux Capacitor, a time-traveling register, some status and control registers and a charge pump to initiate time travel by providing the required power for the Flux Capacitor to start "Fluxing" (lol).<br />
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<a href="http://3.bp.blogspot.com/-yLrelb-Gpa0/Thzdthn9WFI/AAAAAAAAAEU/cgNBw8AbsUA/s1600/TTRM.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://3.bp.blogspot.com/-yLrelb-Gpa0/Thzdthn9WFI/AAAAAAAAAEU/cgNBw8AbsUA/s640/TTRM.png" height="522" width="640" /></a></div>
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<b><span style="font-size: x-small;">Time Traveling Register Module (TTRM) Block Diagram</span></b></div>
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The amount of time to go back must be written to the TTRMSC register (SC=Status and Control). Some clock cycles must be allowed for the charge pump to operate. The amount of clock cycles required is irrelevant as the register will leave this timeline anyway. The future of this timeline is of no interest anymore.<br />
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So, Data Hazards won't be a problem anymore with something like the following arrangement, which is some kind of <i>actual</i> Register Forwarding:<br />
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<b><span style="font-size: x-small;">Register LookAhead (RLA) Block Diagram</span></b></div>
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Thus, when a RAW data dependency is detected, the "GO!" signal stores the present WriteBack data into the Time Traveling Register, and activates the Charge Pump to start Time Travel a few (previously configured) clock cycles back in time. In the past, the "Incoming" signal replaces one operand of the ALU with the future data, eliminating the dependency setbacks.<br />
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On the other hand, Control Hazards could be taken care of nicely with a similar technique:<br />
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<b><span style="font-size: x-small;">Branch LookAhead (BLA) Block Diagram</span></b></div>
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If a branch should be taken, the "GO!" signal loads the target address into the TTRM. In the past, the "Incoming" signal sets the Program Counter to the Target Address so the correct instruction fetch is made.<br />
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After the target address is sent back in time, actually loading the target to the program counter in this timeline wouldn't be completely necessary, as time travel would take care of that, correcting the events in the universe of interest (the one in the past). <a href="http://science.howstuffworks.com/science-vs-myth/everyday-myths/quantum-suicide.htm">Watch a cool video about time travel here</a>.<br />
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This brings up some questions that must have lots of discussion already: What happens to all the split universes generated by each time travel? Is there such thing as Universe Leaking? Is a free(Universe) function reasonable?<br />
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Considering all the split universes generated by this technique, it's important to point out that it will only be always useful for one and only one universe. All other universes will experience the hazards. (?) Oh well. <br />
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That's all. I hope I'm not losing my mind.Eduardo Corpeñohttp://www.blogger.com/profile/13450309034759709995noreply@blogger.com0tag:blogger.com,1999:blog-649161533954319967.post-52876332457670411002011-07-07T21:21:00.000-07:002011-07-13T14:58:26.553-07:00Make It Challenge at FTF 2011I got an invitation to attend the <a href="http://www.freescale.com/webapp/sps/site/overview.jsp?code=FTF_2011_AMERICA_HOME_CAT">Freescale Technology Forum 2011</a> at San Antonio, as an educator from Galileo University in Guatemala.<br />
Freescale has lots of cool stuff at FTF every year, such as technical sessions, workshops and very nice receptions with demos at their technology lab.<br />
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One of the activities I never miss at FTF is their on-site Design Challenge. I got the first place on the "Can Your Badge Do This?" Design Challenge at FTF2008, and later the third place on a second online version of the same challenge.<br />
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<b><span style="font-size: small;">The Challenge</span></b><br />
So FTF2011's design challenge was called the "<a href="http://www.freescale.com/webapp/sps/site/overview.jsp?code=FTF_2011_AMERICA_MAKEIT_CAT#nogo">Make It</a>" Challenge, and it had two tracks: The Tower System Track and the Robot Track. I decided to go for the Robot approach.<br />
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We got this very cool <a href="http://www.freescale.com/webapp/sps/site/prod_summary.jsp?code=FSLBOT&tid=vanMechBot">FSLBOT</a> kit, which is a biped robot with gooddies such as 12 touch sensor contacts (placed in the shape of a cartoon head), a freaky face made of LEDs on the touch-sensing head, 8 servo-ready connectors, an Xtrinsic sensor port, etc. Plus, Freescale provided lots of stuff to help us get our designs up and running: A dedicated lab with soldering irons and tools, geek snacks, a HUGE box full of batteries, and two very important elements: A large supply of <a href="http://www.vexrobotics.com/">VEX</a> parts, and an Xtrinsic sensor kit with an accelerometer and a magnetometer.<br />
<div class="separator" style="clear: both; text-align: center;"><a href="http://3.bp.blogspot.com/-EL-wah0BeWk/ThY_YudRz5I/AAAAAAAAACU/B1VIbKX1Ias/s1600/FSLBOT.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><b><img border="0" height="400" src="http://3.bp.blogspot.com/-EL-wah0BeWk/ThY_YudRz5I/AAAAAAAAACU/B1VIbKX1Ias/s400/FSLBOT.jpg" width="352" /></b></a></div><div style="text-align: center;"><b><span style="font-size: x-small;">FSLBOT</span></b></div><br />
The challenge was simple: Make a cool robot to impress the judges with the provided tools and any extra hardware you have in <span style="color: red;">Two Days</span>. The only requirement was to use the FSLBOT's controller, the <a href="http://www.freescale.com/webapp/sps/site/prod_summary.jsp?code=TWR-MECH">Tower System Mechatronics Board</a>. <br />
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The judges were: <br />
<ol><li>Joe Grand (host), president of Grand Idea Studio, Inc. He was one of the inventors on Discovery Channel's "Prototype This" show. He's a Hacker-RockStar: he's <a href="http://dsc.discovery.com/videos/prototype-this-joe-grand-hacker-legend.html">Kingpin from the l0pht</a>!!!!!!!!! :OOOOOO w00t!!!!</li>
<li>Heather Knight, Social Robotocist and founder of Marilyn Monrobot Labs. She was one of the kenote speakers at FTF2011, a true geek (meant as a compliment). She was part of the team of engineers behind the "<a href="http://www.youtube.com/watch?v=qybUFnY7Y8w">This too shall pass</a>" video, by OK Go.</li>
<li>Anton Olsen, Master Geek at Innovation First, Inc. ( VEX Robotics ), Contributor at GeekDad.com, and Blogger at <a href="http://antonolsen.com/">AntonOlsen.com</a></li>
</ol>We had two programming language choices: C and <a href="http://www.robotsee.com/">RobotSee</a>. Working in C ultimately meant an autonomous, powerful, but time-consuming robot for me (given the short deadline), while RobotSee meant a PC-dependent, basic, but fast-development robot. That's why I chose RobotSee (My heart still belongs to C).<br />
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The RobotSee IDE was made by Eric Gregori for the FSLBOT's controller, the <a href="http://www.freescale.com/webapp/sps/site/prod_summary.jsp?code=TWR-MECH">Tower System Mechatronics Board</a>. RobotSee looks a lot like a mix of BASIC and C. I found it very easy to learn and definitely suitable for my situation.<br />
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<b>My Entry</b><br />
I didn't want to make a biped as the suggested FSLBOT, because I couldn't come up with something unique for such robot (I imagined lots of dancing robots at the judging). I wanted to make a wheeled rover so much, but when I got to grab VEX parts from the stack, all the DC motors were gone! Then I started to panic, but considering alternatives for DC motor locomotion, I decided to think outside the box and use something I once told my students to do, with no clue on the implementation.<br />
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My general idea was to make a Servo-Only rover. So I came up with this robot that paddles his way fordward using four non-driven wheels, a rubber paddle and two servos: one for paddling and one for lifting the paddle so it can move back.<br />
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<div class="separator" style="clear: both; text-align: center;"><b><span style="font-size: x-small;"><a href="http://2.bp.blogspot.com/-4t62r_6K2BM/ThXI0skGWfI/AAAAAAAAACE/18nxGKVMj_w/s1600/robot.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="452" src="http://2.bp.blogspot.com/-4t62r_6K2BM/ThXI0skGWfI/AAAAAAAAACE/18nxGKVMj_w/s640/robot.jpg" width="640" /></a></span></b></div><div style="text-align: center;"><b><span style="font-size: x-small;">My </span></b><b><span style="font-size: x-small;">paddling </span></b><b><span style="font-size: x-small;">robot</span></b></div><br />
So how does it turn left or right? I came up with a cool suspension system that most likely already has a name and evolution. Anyway, my robot has two servos acting together to achieve two states:<br />
<ol><li>The servos lift most of the structure at one end, causing the four non-driven wheels to make contact with the floor, supporting the robot. By the way, did I mention this is a carpet robot? It had to be, since I didn't get rubber wheels at the giveaway either, so I used actual shameless gears as wheels.</li>
<li>The servos lift the wheels at their other end. This causes a horizontal stand (made from a large gear) to make contact with the floor (carpet). This gear is very special because it's driven by a fifth servo. This allows the robot to turn exactly the angle it's supposed to (provided you have a rubber band around it for friction). </li>
</ol>Take a look at this suspension system:<br />
<div class="separator" style="clear: both; text-align: center;"><b><span style="font-size: x-small;"><a href="http://3.bp.blogspot.com/-3YjywJOjBJo/ThXfy39AdyI/AAAAAAAAACM/UtpIAY9drbo/s1600/suspension.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="276" src="http://3.bp.blogspot.com/-3YjywJOjBJo/ThXfy39AdyI/AAAAAAAAACM/UtpIAY9drbo/s640/suspension.JPG" width="640" /></a></span></b></div><div style="text-align: center;"><b><span style="font-size: x-small;">The ServoBot's Suspension System</span></b> </div><br />
At the last minute I decided to make the demo using the touch-sensing face. So I made the robot take a step forward when you touch his eyes (yes, his eyes), turn left when you touch his left ear, and turn right when you touch his right ear. I did this in order to use as much hardware as possible. Judges like that.<br />
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Since I expected the robot to look like a paddling boatman, I intended to name it <a href="http://en.wikipedia.org/wiki/Charon_%28mythology%29">Charon</a>. <br />
The robot's movement ended up looking quite funny. After lots of coffee, it looked to me like the robot was proud to manage without DC motors. That's why I called it <b>DC-Motor-Less, Yet Proud ServoBot</b>.<br />
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<div class="separator" style="clear: both; text-align: center;"></div>So here's a video of my experience at the Make It Challenge:<br />
<div class="separator" style="clear: both; text-align: center;"><iframe allowfullscreen='allowfullscreen' webkitallowfullscreen='webkitallowfullscreen' mozallowfullscreen='mozallowfullscreen' width='320' height='266' src='https://www.youtube.com/embed/xqTOprst1ww?feature=player_embedded' frameborder='0'></iframe></div><br />
I had a lot of fun participating in this challenge and I encourage everyone to put yourselves to the test on similar events. Chances are, you'll have fun too.<br />
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Although I didn't expect to win anything, I finally got the second prize. I know the judges liked my project despite being useless, because it was geeky and for most of it's features I had to wing it. Here's my robot with my prizes back home :)<br />
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<div style="text-align: center;"><a href="http://4.bp.blogspot.com/-YouGvW9fcL8/ThZMlKOZGCI/AAAAAAAAACg/ugVu8b9rTvM/s1600/prizes.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="480" src="http://4.bp.blogspot.com/-YouGvW9fcL8/ThZMlKOZGCI/AAAAAAAAACg/ugVu8b9rTvM/s640/prizes.jpg" width="640" /></a><b><span style="font-size: x-small;"> My Robot and Prizes (Note the juicy debit card with the name "Especially for you")</span></b></div></div><br />
<b>Difficulties</b><br />
I did have a lot of setbacks while making this robot such as availability of the right parts, time, etc (I had to attend several sessions and workshops during the conference, plus I had to eat and sleep!). My wife was very supportive, though :)<br />
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I also received tough news about 2 hours before judging: RobotSee wasn't yet ready to drive more than 4 servos, although the board has 8 servo connectors. I asked Eric Gregori if there was an easy way of driving more servos through RobotSee, but the answer was no. I intended to quit using one of the servos, the one that lifts the paddle, and came up with a mechanical one-way rubber wheel at the end of the paddle.<br />
Once the panic was gone, a much simpler solution came to me: The two servos that lift the robot can be driven by the same signal, seen as one big logical servo in my code. So I got to use both servos. The attempt for a one-way wheel mechanism is still visible in the paddle. I left this rubber wheel static in the end.<br />
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The slippery gears I misused to support the robot were also a lot of trouble. That's why I limited my robot to the realm of carpets. I used a rubber band that came with a Freescale T-Shirt to wrap around the turning gear for friction. Take a look:<br />
<div class="separator" style="clear: both; text-align: center;"><a href="http://2.bp.blogspot.com/-nNsELur2sAg/ThZLO5Bf2dI/AAAAAAAAACc/rhjor89G__A/s1600/DSC09820.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="480" src="http://2.bp.blogspot.com/-nNsELur2sAg/ThZLO5Bf2dI/AAAAAAAAACc/rhjor89G__A/s640/DSC09820.JPG" width="640" /></a></div><div class="separator" style="clear: both; text-align: center;"></div><div style="text-align: center;"><b><span style="font-size: x-small;">Rubber band and one-way wheel </span></b></div><br />
I must admit that during the thinking part of the challenge, I was facing the biggest obstacle of all: Myself. Since I don't have as much experience in mechanics as I do in electronics, I felt very challenged and didn't believe in myself, but then I said "Shame on you, Robotics Teacher!", and then I got to work.<br />
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If you're interested in the code, you can download it from <a href="http://dl.dropbox.com/u/21042754/CharonTouch.see">here</a>. The mechanics might get tricky :/ Contact me if you're interested.Eduardo Corpeñohttp://www.blogger.com/profile/13450309034759709995noreply@blogger.com1Judson, Live Oak, TX, USA29.665345629556526 -98.40024985620118529.545738129556526 -98.483327356201187 29.784953129556527 -98.317172356201183