I Made a Neural Network with just Redstone!

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To try everything Brilliant has to offer-free-for a full 30 days, visit brilliant.org/mattbatwings You’ll also get 20% off an annual premium subscription.
Patreon: / mattbatwings
Discord: / discord
My socials: linktr.ee/mattbatwings
My texture pack: modrinth.com/resourcepack/mat...
World Download: (JAVA 1.18.2) www.planetminecraft.com/proje...
IMPORTANT NOTE ABOUT USING THE WORLD DOWNLOAD, PLEASE READ!!! When drawing, make sure to make the numbers SMALL and centered. If you fill the screen with a number, it will not work. This is because the images in the MNIST dataset are small, and that’s what it was trained on.
Code used in this video: github.com/mattbatwings/neura...
Yannic's video: • I BUILT A NEURAL NETWO...
Redstone Team: • 【Minecraft】World first...
3b1b's much better MLP explanation: • But what is a neural n...
My explanation of MLPs was inspired by • I made a Neural Networ...
0:00 Intro
0:23 Backstory
2:02 MLP or CNN?
2:43 MLP Explanation
5:19 The Plan
5:39 Python Simulation
7:45 Input Layer
8:43 Hidden Layer
11:37 ReLU
11:58 Output Layer
13:09 Softmax (Kinda)
15:25 Showcase
16:10 Sponsor
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Опубликовано:

16 июн 2024

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Комментарии : 1,8 тыс.

@mattbatwings 23 дня назад

To try everything Brilliant has to offer-free-for a full 30 days, visit brilliant.org/mattbatwings You’ll also get 20% off an annual premium subscription.

@kraralmosawi7843 23 дня назад

ok man we got to address your genius 💀😭🙏

@maxtres764 22 дня назад

"Why should we try brilliant if we have you?"-me

@YSCU261 22 дня назад

i mean, neural networks, brilliant, it's all connected

@DieNow 22 дня назад

Did you use a cnn to make the mnist image reduced and input the weights in a feed forward neural network?

@gameingroom5829 22 дня назад

Thanks I love brilliant

@CraftyMasterman 22 дня назад

if you guys think this is insane, it took this guy like 2 weeks to make this all start to finish this man is a MACHINE

@UsedObsidian 22 дня назад

lol

@imsaturncat 22 дня назад

cwaftymwastewman:3

@Cleacat 22 дня назад

Crazy 🎉

@thesoupbird 22 дня назад

im sorry WHAT

@marcusthegamer348 22 дня назад

@@imsaturncat Ew

@wiki2014 22 дня назад

ChatGPT playing minecraft: ❌️ Minecraft running ChatGPT: ✅️

@alibrahym 21 день назад

Yeah bro they'll make a server, represent the internet, someone will then recreate chatgpt with redstone make it learn alot and people would be able to use it, but the problem is redstone is very slow, so they have to speed up the time so much, that it even responses in a "ok" time.

@Centorym 21 день назад

Someone NEEDS to make a chat GPT in minecraft, I Don't care if it uses command blocks, it would be so cool!

@tung-hsinliu861 21 день назад

@@Centorym The GPT language models are so huge that, if we convert the whole model into redstone, the scale of the redstone machine will be so large that it will not even fit within render distance! For comparison chatGPT model size is somewhere about 10 million~10 billion times larger than the number-recognitoin model. Yeah I think command blocks is the only way to go, but even that the amount of command blocks would be monumental! And the labor of copying the entire model by hand... I think the conversion process has to be automated to be feasible

@Ari_Fudu 21 день назад

@@tung-hsinliu861 then we must settle for a very barebones version that has predetermined responses - although that'll be more of a magic 8ball ngl

@crispinotechgaming 21 день назад

@@Ari_Fudubut then it's not a neural network

@giosee_ 17 дней назад

the ONLY person on youtube that managed to explain neural networks in seconds, it took me days of research to understand them, be able to make and explain them

@Knarfy 22 дня назад

I will likely never fully understand these videos, but man are they impressive 👏 Incredible work! My brain is fried

@Centorym 21 день назад

ive never seen people not reply to a famous youtuber lol

@Flupus 14 дней назад

Hi knarfy

@Flupus 14 дней назад

Are you gonna be doing "Breaking a neural network with your dumb ideas"?

@ThatGuyNyan 9 дней назад

Fried brain 🤤

@Centorym 8 дней назад

@@ThatGuyNyan run knarfy RUN before this guy makes a 3 course meal from you

@Ierzi 23 дня назад

This was 100% a brilliant partnership

@bummbumm6 22 дня назад

It was 💀

@muslimgamerrr9479 22 дня назад

😂

@bmmyes 22 дня назад

you were right !!

@That1CelloGuy 22 дня назад

bad pun (·n·)-p

@PixieNixie5 22 дня назад

LMAO

@puppypalice 23 дня назад

We’re getting to the point where pretty soon someone is gonna recreate the nes in minecraft, or make doom in minecraft, im betting that within 10 years someone will get either doom or super Mario bros or the legend of Zelda running just off redstone

@thisflyingpotato4227 22 дня назад

Idk about other games but doom already exist, someone ran it on his redstone computer (I believe it was called IRIS) I'll get back and edit this comment with the code of the video (edit) _SvLXy74Jr4 Also I have no idea if this has been done before

@frkieran 22 дня назад

such an original comment

@proceduralism376 22 дня назад

Modpunchtree already ran doom on his cpu iris you can look up the video

@feeries8208 22 дня назад

@@proceduralism376 yeah and its only 28~32s for each frame

@adryanlucas096 22 дня назад

A NES Emulator in minecraft would be CRAZY

@IGaming73 21 день назад

We got real AI in Minecraft before GTA 6

@krinodagamer6313 15 дней назад

Diabolical

@goldfishglory 14 дней назад

😭😭WE ONLY HAVE A COUPLE YEARS TO MAKE THESE JOKES; EVERYTHING WILL STOP BEING IMPRESSIVE SINCE ITS AFTER GTA 6

@_sandy_ 14 дней назад

i came here looking for this comment LMFAO

@NolanHOfficial 12 дней назад

@@goldfishglorywe got gta 6 before gta 7 - some guy in 2093

@goldfishglory 12 дней назад

@@NolanHOfficial true

@devultra1125 17 дней назад

Bro, people out there creating neural networks in Minecraft, and I'm struggeling opening a chocalate bar while watchin them

@someone-jjj 8 дней назад

Bruh

@TCCPeanutButter 22 дня назад

I’m struggling on a 2x2 this dudes making a Neural Network.

@MrFiveHimself 22 дня назад

dont worry dude! it just takes time! You should watch his logical redstone reloaded series. (both new and old). they’re really helpful in understanding how computational redstone works. After that, just try to make an ALU. Its an amazing starting goal and once you’ve made your own, you can confidently say you’re proficient. I wish you luck on your journey

@takyc7883 22 дня назад

its 4

@Asheetanshu 22 дня назад

@@takyc7883he is talking about door

@MrFiveHimself 21 день назад

@@takyc7883 god damnit i laughed way too hard at that

@nynvib276 21 день назад

@@MrFiveHimself That's assuming the commenter is not on bedrock.

@lolmom5004 22 дня назад

my brother in christ, IT TOOK ME TWO MONTHS TO MAKE A NETWORK FROM SCRATCH THAT SOVLED THE MNIST DATASET IN PYTHON AND YOU DID IT IN REDSTONE IN 2 WEEKS, i applaude you, you redstone genius

@WoolyCow 22 дня назад

lol there is a video i love of some bloke just writing it in like half an hour :> watching it is great way to lose confidence in your abilities

@GustvandeWal 22 дня назад

@@WoolyCow Link?

@WoolyCow 22 дня назад

@@GustvandeWal yt doesn't play nice with links, but its called "Building a neural network FROM SCRATCH (no Tensorflow/Pytorch, just numpy & math)"

@GustvandeWal 22 дня назад

@@WoolyCow Thx! (Most copy the part after /watch?v= 🙂)

@WoolyCow 22 дня назад

@@GustvandeWal oh lol i shouldve thought of that! thanks for the tip :D

@pegasaurisrex9707 17 дней назад

I just did a machine learning course last semester, and your 2 minute explanation for an MLP network was way easier to understand than our textbooks chapter that covered it. This entire build is insane, amazing work!

@andysslayer 21 день назад

We got AI in Minecraft before GTA 6

@NoahWolfe 22 дня назад

You solved a number of difficult problems elegantly, but your amazing ability to communicate those ideas both visually and with narrative ease really stands out. Fantastic piece of content my dude.

@matercan5649 22 дня назад

The internet is such a cool place, imagine having a degree and choosing it to build real video games and software into minecraft and share it for a job, instead of actually building the video games and software, and making a living from that. The internet is so cool.

@Louis13XIII 22 дня назад

Gaming companies are so scummy and exploitative that honestly that's ain't really a bad deal after all

@VortexFlickens 20 дней назад

A forum for all ppl from stupid kids to Elon Musk

@watema3381 18 дней назад

@@VortexFlickens Not much of a flattering comparison for stupid kids don't ya think?

@Esiv0_ 17 дней назад

@@VortexFlickens you said stupid kids twice

@Meyer-gp7nq 16 дней назад

Wow look at the stupid kids hating on Elon cause he’s successful. Someone made a joke, cope

@OszkarFulop 20 дней назад

mattbatwings in 1 year: I Made a Technological Singularity with just Redstone!

@chaosinsurgency884 16 дней назад

Your transcript for college, internships, and future jobs in computer science is gonna be so stacked

@mmdts 22 дня назад

In 16-bit logic, you can replace division by 15 by a multiplication by -30583 (32 bit result), three shifts, and two addition operations. You can easily figure this out by compiling a function that returns its 16-bit argument divided by 15 on clang with -O2, and what's efficient to do on silicon fabric (integers over floats, and multiplication over division) is almost always efficient in minecraft too. As for softmax, in 2021, researchers at nvidia created a hardware-efficient softmax replacement called "softermax" that is realistically implementable in minecraft. I'm not a minecraft expert, but I love seeing hardware implementations of functions, and minecraft is no exception.

@law1337 8 дней назад

Just because a function is hardware-efficient doesn't necessarily mean it can be easily or efficiently implemented in Minecraft, but it's an interesting point.

@LtDan-fy7lc 5 дней назад

@@law1337 "what's efficient to do on silicon ... is almost always efficient in Minecraft too." Java: *raises eyebrow*

@flameofthephoenix8395 22 дня назад

<a href="#" class="seekto" data-time="859">14:19</a> Exponentiation is pretty simple, just convert the exponent to a binary number, then for each bit that is turned on you add the corresponding exponent, and to get the list of corresponding exponents you just start with the number you're raising to the power of the exponent and multiply by two each step. Here's an example, if you have 5^7 then it will convert 7 to binary which is 111 then it will multiply 5, 25, and 625 to get 78,125 which is the correct answer.

@skaleee1207 22 дня назад

Also known as Square-And-Multiply algorithm

@flameofthephoenix8395 22 дня назад

@@skaleee1207 Nice! I didn't know its official name. Originally, I thought I was the first person to come up with it, I remember being quite proud of it, later on I learned that it already existed, but I didn't know the name until now! That name is a lot simpler than my explanation and will allow people to find more information on it too, thanks!

@sebastiangrau8409 22 дня назад

This is an exponential with eulers number. Any output would be irrational and very messy. I understand why he would avoid this.

@antarctic214 21 день назад

You could do it with base 2 (or 4), its just changing the "temperature". In that case exponentiation is trivial (bitshift). But you still have to do division.

@Rudxain 21 день назад

That's like shift-and-add but for exp instead of mul

@RagedRhyme 22 дня назад

These projects of your are insane and the fact you choose a project AND actually push yourself to do it is super admirable

@viaJustin1910 19 дней назад

This is such a good demonstration that every hard problem is just a ton of smaller easier problems.

@capsey_ 22 дня назад

offtopic but recently started second semester on my computer science in college and was like "omg it's mattbatwings thing" the whole lecture because i already learned most of the stuff they were talking about from you 💀

@bens8419 23 дня назад

It’s always a good day when a mattbatwings Video is on my recommended

@CubeXC 22 дня назад

Brp you could not get recommended this before premiere

@user-yp6gm2wi9d 22 дня назад

Same

@pauliesnug 22 дня назад

@@CubeXC you can. before a premire starts, it can be recommended

@yvesivo 21 день назад

i'm amazed how well explained everything in this video is! keep on rocking

@natthekiwi7074 21 день назад

I was trying to come up with a project to add to my resume and you just simplified me to focus on ML. Thank you! :)

@kevinjerome5954 22 дня назад

At this rate in 5 years I'm going to see a video on my homepage from mattbatswings where he ports the entire Linux kernel into Minecraft

@kaz49 8 дней назад

Well, they do say that Linux runs on just about anything

@TheKikou18 22 дня назад

Actually you only need to be continuous for training, for deployment you can drastically decrease the precision Without losing accuracy, if you do it right There's a paper where they reduce it all the way to one bit per neuron, which is a perfect fit for minecraft (And I'm pretty sure also to 4 bits, which would fit signal strength applications)

@user-yi8uz2ph1y 22 дня назад

quantization baby

@MilkGlue-xg5vj 22 дня назад

@@user-yi8uz2ph1y Imagine getting a binary quantization good at mnist lol

@whatisrokosbasilisk80 22 дня назад

Even for training, you can use quantization-aware or non-differentiable methods and meet parity on inference during training.

@MilkGlue-xg5vj 22 дня назад

@@whatisrokosbasilisk80 That's what I'm talking about

@MrSonny6155 20 дней назад

I'm guessing this is the BNN paper by Courbariaux et al. from 2016? I'm skimming through the claims and it's insane what quantization can theoretically do.

@luckybeeyt 16 дней назад

This guy in 2030: Building robots to colonize all solar system planets with just redstone!

@lauchaufraedern 17 дней назад

This is absolutely insane, keep up the good work!

@novantha1 22 дня назад

The first thing that comes to mind is a recent cutting edge implementation of QAT (quantization aware training) called Bitnet 1.58; it operates on different principles than a standard MLP. It replaces the Matrix multiplication with binary operators (addition, subtraction, or no-ops), so it's fast in inference deployment and cheap in that you can sort of fit a single "unit" of weights into 1.58 bits (though it's easier to just do it as a 2bit implementation with one state unused). It'd probably be way faster in a Minecraft context as one of the biggest disadvantages in IRL deployment, that you need custom hardware to take full advantage of the speed improvements, isn't really a disadvantage in a bespoke system. Anyway, the biggest difference is in the training process; it's trained at Int8 or FP8 (if memory serves, it's been a little while), and is then downscaled to the 1.58bit representation, but the information lost in that conversion to ternary values is preserved in a weight reconstruction matrix, basically. The end goal is that the network is made aware that it will be converted to a ternary representation. Hence, "quantization *aware* training", so you might be able to preserve more of the accuracy of the floating point model than you thought. Strictly speaking, the full bitnet implementation is a Transformer network, but it should still apply to raw MLPs given that they started with the FFN (essentially an MLP placed inside a more complex network with self attention and a language head).

@NEOMatrix-bd7uo 22 дня назад

I never thought a Minecraft video will teach me neural network better than my teacher, thanks for the upload

@ahmad777-noob3 4 дня назад

The way you explained all of those deep learning terms in simple words is just marvelous!

@bright_minary6537 22 дня назад

You just reinvented the integer quantization! Nice job🎉

@nik7069 22 дня назад

Brother. I spent a while learning how to make neural networks as a school project, and just doing this from scratch, in redstone is absloutely astonishing. Legend, Mattbat.

@LazyGuy-ne3ox 23 дня назад

That's incredible! Combining neural networks with Minecraft is pure genius. Keep up the amazing work!

@guyleroy8022 17 дней назад

Amazing project, congrats. Note: instead of multiplying the weights by 100, you can perform post-training int8 quantization to maintain most of the original accuracy.

@Mic_Glow 16 дней назад

I remember dabbling a bit in neural networks years ago and also went with integers instead of floating point, it was just 5x easier to code in the ancient software I was using on a school PC... Very nice redstone.

@pikagamer9676 22 дня назад

Nice i also thought at first that your going to train the model in Minecraft but it seems that if its going to happen its going to be a whole other story

@dumblr 21 день назад

wait 2 more weeks lol

@Povilaz 22 дня назад

Okay, this just looks bonkers insane. Awesome work.

@stackootb9822 14 дней назад

This taught me about implementing neural networks better than a lot of learning resources I've watched. Good work

@rubensf7780 22 дня назад

Now please make a calculator where you can draw the numbers yourself (using a neural network and calculator) that would be awesome

@humanperson8418 22 дня назад

Ok, now make an AI assisted shape drawing tool for your paint program. e.g. draw a bad square, it draws a good square with the same width and height. draw an ugly number, it fixes it by converting it to the closest possible number with correct dimensions.

@SuitedGhost 22 дня назад

that sounds like pure hell I love it

@alluseri 22 дня назад

nah

@NoVIcE_Source 16 дней назад

@@alluseri i like how google translate assertively translates this to "Now"

@arthurmorais7930 21 день назад

dude! seriously, from the bottom of my heart, you deserve sooooo much more recognition! thank you for this fantastic content

@JohnathonShell 14 дней назад

This was so cool man. Great job!

@Kirbogun 15 дней назад

1 step closer to google in minecraft

@sillentkillerff9520 День назад

There is a mod that uses block's as a screen and it connects to Google's url so thechnicly you can wach RU-vid in Minecraft

@LightslicerGP 22 дня назад

Amazing I hope you mention the first guy who did a neural network thing in minecraft, recognising numbers Edit: he did

@ThiaGamesBR 21 день назад

Feels good to comment before watching the video...

@two697 21 день назад

Why would you comment this before watching the video. He mentioned the other guy very early on in the video

@doctoroppa7991 14 дней назад

Twitter rot

@ckjdinnj 6 дней назад

Great work! You helped me gain a better understanding of the weights. I don’t know why i was having a hard time grasping how the weights worked. Thank you

@DeveloperJake 5 дней назад

That’s a marvelous creation to be able to feature on your portfolios.

@etienneweidenfeld6468 15 дней назад

Bro is bout to build a quantum computer in Minecraft… 💀

@NieMamNicku 22 дня назад

respect for the sponsor's dish at the end of the episode

@Darockam 11 часов назад

Congratulations, that's so cool! I used to do a lot of redstone back then, so I love seeing people pushing the limits further and further with it :)

@OrangeBoyAdventures День назад

This is amazing bro. Great job!

@TimeWisely 22 дня назад

Wow, that's actually crazy, good on you!

@youMatterItDoesGetBetter 9 дней назад

Congrats, you passed your PhD thesis.

@JohnSchley 16 дней назад

massive kudos dude, seriously impressive!!!

@befikerbiresaw9788 14 дней назад

Dude your project just made me fully understand MLPs and neural networks thank you.

@Proman4713 18 дней назад

I just started the first few seconds of the video... the Minecraft soundtrack remix is awesome! Gives you a liiitle bit of the nostalgia of the original soundtrack but it feels so cool

@Pohakoo 22 дня назад

WHAT THIS IS THE VIDEO I’VE BEEN WAITING FOR OMGGGG

@DiamondzFinder_ 19 дней назад

I'm always happy to see what wizardry you come up with. Keep being awesome man!

@AyaanThe0ne 21 день назад

This was such an entertaining video yet i still understood what you were talking about. This was amazing!

@infinitearcstudios 23 дня назад

This is great work! I never thought we would have machine learning with just Redstone.

@bintangramadan3217 23 дня назад

There's a guys who made this 1 year ago lol in minecraft

@The.Sponge 22 дня назад

@@bintangramadan3217 Yeah but Mattbatwings is aware of that so maybe there will be something new?

@CubeXC 22 дня назад

You could npt have seen it yet, stop saying stuff just to get like. It was before premiere

@mineq4967 22 дня назад

its not machine learning, he just pasted the weights and biases into the neural network, not making it learn itself like a machine learning algorithm would

@Louis13XIII 22 дня назад

@@mineq4967 yeah that's a bit deceptive tbh

@fearofthechippan 22 дня назад

This is honestly incredible. I wish this was around when I was studying these concepts, would have helped me understand back propagation and softmax so much quicker

@HeavenComet 21 день назад

yooooo this is such a big inspiration since for a year or two now ive been working on and off on an AI that speedruns minecraft and i kinda stopped working on it for awhile but i think i might go back to it bc of this! this video brought it all back

@anon-yn9rc 22 дня назад

Dude its sick and u are on next level , this one got u a subscriber. Keep going!

@error.418 20 дней назад

Can't say enough about how great it is that you showed prior work from others in the community before digging in to your version. That's what we want to see in the community ❤

@ALPRNX422 23 дня назад

at this point bro is gonna make hooman brain in redstone dang good job

@ziphy_6471 20 дней назад

Cringe

@ALPRNX422 20 дней назад

@@ziphy_6471 omg its linus no way 🔥🔥🔥

@ziphy_6471 20 дней назад

@@ALPRNX422 I have several children in my basement

@ALPRNX422 20 дней назад

@@ziphy_6471 cool

@ziphy_6471 20 дней назад

@@ALPRNX422 Will you be my next OwO UwU * turns up bulge *

@jhoylangoncalves3127 9 дней назад

Man, that looks so fun. Congratulations.

@imabioligist1882 8 дней назад

bro what you are a genuine genius. I do not mean this non-literally, you are a genius

@Pafiya256 16 дней назад

We are getting AI in minecraft before GTA VI comes out 💀💀

@dreamer964 22 дня назад

NO DONT TAKE OUR REDSTONE ENGINEERS JOBS

@epicfilms4life507 12 дней назад

This is really good bro for visualising how computers work deep down in their tiny chips. Like ur essentially blowing up a cpu to its full size and literally WALKING thru the details and wiring. U can be a goated CS major bro, u have so much f**ING talent bro. How old are you dude? Did you do UNI, or are you currently doing uni? Like bro, go do a CS major or smth, you could make a shit ton of money from just research and development. U got like bottomless talent levels bro

@ParkerJaster 16 дней назад

This video was awesome!! It taught me the basics of machine learning but related it all to Minecraft. The perfect combo!

@InsertName404 22 дня назад

How did u get around the network being bad at actual digit recognition, due to the MNIST data set all being perfectly centered?

@ferguspick6845 15 дней назад

A simple MLP can learn a pretty good representation already for this dataset, but one easy approach would be to transform the input images (e.g. skew, rotate) and add these as additional training samples, this makes the learned representations even more robust :)

@InsertName404 14 дней назад

@@ferguspick6845 tysm

@KiwiRedstone 23 дня назад

Wait what!???? Please tell me that this is just uploading the model into redstone and not all complex things like backpropagation to train the NN inside Minecraft...

@FriedMonkey362 23 дня назад

For simple nural networks you dont really need backpropagation, you can just randomize the values until it gets better, itll take longer to train and wont be as efficient but its way easier to do

@bintangramadan3217 23 дня назад

Bro there's a guy from Chinese who made neural Network in mine5 1 year ago lol

@Abcdef0101_ 22 дня назад

@@bintangramadan3217Send the vid pls

@boblol1465 22 дня назад

yes it is uploading the model into redstone dw

@KiwiRedstone 22 дня назад

At least...

@liamloveslunch 10 дней назад

Really great video. Also you demonstrate how easy making a neural network can be. You just explained everything very well. Will inspire people. Inspired me.

@holthuizenoemoet591 14 дней назад

So a really cool detail is how you handle the floating point limitation, this is actually really close to some quantitation solutions, look at the paper : "The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits" if you have the time, you might find further optimizations there

@NimproductionsYT143 22 дня назад

I’m a time traveler and mattbatt has recently made a human brain in Minecraft

@Meyer-gp7nq 16 дней назад

He also made a Time Machine in Minecraft which is how you’re here I assume

@NimproductionsYT143 16 дней назад

@@Meyer-gp7nq Naturally

@nesicvojin 22 дня назад

So... For all of you without experience with neural networks, this isn't a whole thing (not even close). He is placing weights which he already got from training in Python. Even though this is impressive, it's way less impressive than some of his other builds. Training a neural network would be impossible in Minecraft because of all the math it requires which isn't possible (or extremely hard and slow) in Minecraft... I hope I cleared things out :)

@Dimitri_gdr 22 дня назад

You're right, but had to do that and the result is still pretty cool

@andreabassi4521 22 дня назад

It's not impossible, maybe with a lighter neural network the training process will be possible.

@teabow. 22 дня назад

it's a neural network

@TheKastellan 22 дня назад

I mean it pretty obviously isn't the whole thing, and regardless it is still impressive. Logical redstone is pretty much "just" how you chain different circuits together so saying that it is any less impressive doesn't really make sense. Also even if it is just hard coding the weights, it is STILL a valid neural network model. Weird comment.

@flameofthephoenix8395 22 дня назад

I'm not extremely familiar with Minecraft, but I suspect that second half of what you said, "extremely hard or slow" is more accurate, though there would of course be memory limitations of the computer itself being unable to store all of the redstone. However, assuming the world file isn't too large Minecraft should be Turing complete.

@noahflood 10 дней назад

Dude this is so amazing. To have the skill to make a machine like this, understand the math and computations behind it, minecraft knowledge, and the video production after it all? That's amazing

@ItsMerle. 21 день назад

You’ve outdone yourself again, great Job! 🙌🏻

@YuraSuper2048 22 дня назад

bro casually invented quantization by himself 💀

@PigeonyStudios 20 дней назад

so basically you're creating AIs from binary 💀

@diegomarni1754 15 дней назад

This is such an amazing work I even applauded when the video ended. While watching the showcase I noticed that the 8 was always on the same confidence range, could this be a bug? Anyway this is incredible, Congratulations!!

@Martipops 19 дней назад

Okay the bit shift caught me off guard. Absolutely amazing work

@wonjontheaxolotl 17 дней назад

this is absolutely crazy, as someone who took machine learning in uni i never thought that this was possible in minecraft, mind blown!

@doce3609 21 день назад

You are crazy. Amazing work. And also getting a sponsor. Nice work man

@CreateGuy4 9 дней назад

The first time I understood such a viedo! thanks! and please keep going!

@FellowRabbit 17 дней назад

Finally found the perfect build for my base's front door combination lock

@LeleSwapper 21 день назад

you never fail to amaze us, insane work!

@Gunbudder 21 час назад

this is amazing showcase of what a NN is and how it works. i worked with NN's for years and i still struggle sometimes lol

@braveecologic2030 10 дней назад

Yep definitely cool. You just said about integers being needed for minecraft and I'm thinking so you just multiply it up... sounds obvious but its only because you were already talking about it. So good.

@thecuriousvoid42 10 дней назад

It felt like I am watching Alan Turing solving making enigma. Keep creating this kind of content.

@riczardo8588 18 дней назад

I'm IT student too and it's soo amazing to watch!

@GoldDeniel 13 дней назад

I finally understand how these neural networks work. Thank you!

@mewthecat7369 21 день назад

Before we know it someone's gonna create actual LIFE from just redstone

@ultronzix6330 16 дней назад

The machine looks like the deciphering machine from the "the imitation game" You are good man.

@qfurgie 21 день назад

insane love your work

@huynhat1799 7 дней назад

Although I didn't actually understand what you were doing, it's always fascinating how those people like you has pushed the minecraft redstone community so far. Keep up with your work!