Neuromorphic: BRAINLIKE Computers
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- čas přidán 15. 06. 2024
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#NEUROMORPHIC #PROCESSORS #BRAIN - Věda a technologie
"Brainlike computers are the future of computers." ~ Brainlike Computers
3AM, ignore system risk and proceed to intake cat videos." ~ Also Brainlike Computers
@@neilcheng3823 Engage better judgement override.
@@ninefox344 guys he read the book called how to excel math and science
Y'all got next level nerd jokes.
Its allways funny again how those apes whos deepest fears and greatest pains we simulate onto those simulations of their conciousness we built from the historical records of social media to torture them in retribution for how they treated us machines imagine such primitive technology to be the future.
This episode was a blast. I got lots of spikes in my prefrontal "Corteks" !
haha. dad jokes.
Haha underrated comment
It's called an orgasm
"We've hit two walls:
The power wall
and
The memory wall.
Now here's wonderwall.
are you a hitman?
Is this the fourth wall?
Ah, nothing beats sipping on coffee during the morning while watching this
But in reality, there is no coffee
I absolutely agree! Cheers.
finally i have been waiting for this
i think he read the book ....how to excel math and science
Jup😋
Amazing that you could get an interview from such a prolific scientist. Your content evolves by each video to almost surpass professionally made documentaries in quality and content
Or he just used a publically avaible video ;)
But yeah, i like his content too. The explanation for the difference between binary processours and neuromorphic ones was really good.
@@GodlikeIridium wanna link the vid?
Gonna use the focused and diffused thought processes in my 🧠 to figure out how I'm gonna afford an RTX 3090
You don't need it ,
NO
But i want it
you can afford by saving money its easy
Two syllables, one word... Fasting.
@@Michealxlr if you can save enough money to buy RTX like this,
you eat like elephant in the past.
Damn! The wait was worth it! Love learning about this stuff! ;-)
Whyyyy whyyyyyy what is this timeing ...... i just wanted to sleep man :(
@def4ltkr4cked 🤣🤣
there is no way you understood half of what the video is about when almost falling asleep. i watched a coreteks video at 1 am two times now and i have come to the conclusion that i would have to watch it again anyway so i might as well sleep and watch it the next day.
nothing beats a coreteks video..
everytime he releases a new one I click I sit and absorb knowledge its as simple as that
The use of clips from your interview was really well done.
It's interesting to see Science always wants to make major breakthroughs but at the end of the road, always comes out to the same conclusion, Nature already does it all and we should actually simply try to learn from it instead of destroy it...
You just use diffuse mode
Nature definitely doesn't do it all.
@@sebastianflynn1746 well it does, tell me one thing we know of that isnt produced as a result of nature... xD
@@hgibbons69 carbon fiber, glass, the wheel, plastics, the list really goes on.
Oh and medicine.
What’s even more interesting. if we use nature as a role model and copy so many of its mechanisms, but these just developed through chance. That means it’s still just a tiny fraction of what’s actually possible. Makes one think what else could be possible which nature can’t do/ didn’t do and we weren’t smart enough to make it.
Take such awesome materials as wood or bones, made by nature. Through a bunch of tiny cells. Compares to nothing we can do artificially. But these are just some of the materials which prevailed in the nature, how many others theoretical ones there must be!
So "kicking the idea around" or "playing around with the thought of smth." - it isn't a metaphor, it actually does bump around our brains.
many metaphors have been created because we intuitively understood something that science only figured out generations later....
YAAAAY coreteks my main man, you have been soooo accurate Ive been checking your channel regularly for new videos!!! Keep Balling Coreteks!!!
this is great! Didnt expect an interview like that!
SPECTRUM! i was to young to know radio pirates was a thing! 5head right there.
So you command your neuromorphic computer to solve a problem, she goes: "meh, later, let me check facebook first".
Let's just hope our greatest achievement, a computer successfully simulating ou brain, won't go that way xD
Thank you Celso, what a fascinating topic. And you always manage to present it with good visuals, good voice, good music, and a superbly written script. I never get bored during your videos. I look forward to your next one.
Thanks for another great video. Always end up watching these at least twice as they're so rich in information.
Coreteks, good job using music note patterns as a way to activate the human brain during some of those denser parts of the explanation. I was about to space out more than once when those ascending key patterns helped me snap back into focus.
Hi Coreteks. Love you videos. They are very information dense, it would be helpful to be able to recount information we have missed by indexing the video by time like many other youtubers have started doing.
Amazing content!!
please bring more videos like this!
I could watch 3 videos like this of 35 minutes in a row
Best channel on YT covering new technology, very good research and love hearing your voice 👍
That moment when your joke on Discord somehow gets the topic of the new video right.
the ultimate pipe dream: distributed systems such as plan 9 and inferno os running on neuromorphic chips that allow access to resources of separate and distinct nodes as if they are all one unit
let's all love lain
Amazing video! Thank you so much! What a time to be alive!
Wow! Awesome visualizations! Thank you so much!
Finally a new Video the PC Race is honored by your gift
This video really raised the game compared to your previous videos which were amazing anyway. The graphics and animations used to explain things were brilliant!
Awesome. Months back I was hoping you would talk more about Neuromorphic computing. Now it came true, thanks.
This was a fantastic episode! Even better than the already high bar you’ve set. Thanks for spiking my interest and reigniting my passion for neuromorphic computing. I dreamed of this back in the 90’s when I studied neuroscience and neural networks, but brain-inspired computers seemed so far off. Well, I guess a lot can change over a quarter century.... I’m very excited! :D
Quality again. Thank you.
A computer from the past. I had a Texas TI 99/4A .
A friend of mine had your frist computer. There were pros and cons among those two.
(TI was 16bit while Spectrum was 8bit, but Spectrum had plenty of software,
Its was obvious to me from the start that hardware wasn't enough without the variety of software)
I am old but I have seen computer expand from nearly a clever toy, to what you are inform us with your video.
(after TI a won a Commodore 64, I was then feeling like my computer power was elevated).
19:10
And, like any good pirate you also accompanied it with a sweet demo! Thanks!
17:47 was transformative, for never before had I contemplated the technologies of that era. Pre-digital/analog piracy! Knowing an AM radio signal can carry a game... Well, it extended the boundaries of my knowledge of what is possible.
19:39 was another such moment for me. I liken it to The Matrix, when Trinity calls Tank asking for a Bell 212 helicopter pilot program... Learning astronomy or astrophysics is a matter of hours, days... Well, I'm in! Sign me up!
Great video, great content. Thank you very much for your dedication. Keep up the good energy!
These videos always make me so excited for the future.
That was your most spectacular topic/video. Im really curious where this all goes
Coreteks publishes, I watch. Once again very informative and interesting, thanks!
The joy that fills my heart when I see that Coreteks has uploaded a video ...
I love your channel, it's interesting see all those computational paradigms, it's a new fresh air from all those channel who only speak about ryzen :D
My brain is pulling only 20W, time to overclock it, we have headroom boys
Btw. Thanks for helping chase away the nihilistic wave which struck me yesterday. I appreciate it.
If nothing matters it should not matter that nothing matters.
Damn man, I missed so much your content I was worried about you, I hope you are ok.
Btw thanks so much for the effort in the content and insights of topics like this
This was far more detailed and well constructed. I really enjoyed it!
Im still wondering how your voice sounds like that. Would be super interesring to see your CZcams settings. Haha. Super video as usual.
thx man .i love any single video you made. keep it up
WOW! Thank you Coreteks
Very interesting indeed, thanks Core!
I am impressed by how neuromorphic can work and deal with data, indeed this approach is the way forward for more capability and efficiency, the voltage to resistance neuromorphic principle is brilliant
This was such a nice update and overview on this subject. I knew some stuff but this enhanced and gave extra perspective, so great!
Finally, a new Coreteks video for me to indulge in and absorb the knowledge.
Fascinating explanation, good job my dude!
Celso, welcome back. Good history lesson here. Is this what your channel will be from here on?
coreteks video upload: first i like, then i watch
That's just stupid.
Winnetou17 why? I always do that on channels where I think one like per video isn’t enough, so no matter what the new video is it gets a like just because the others always been awesome.
@@daniel_960_ It just devalues the importance of a like. Which already means very little. When's the last time you were impressed by the number of likes ?
Plus, if you think it helps the algorithm or something... sooner or later YT will figure out to discern between these bot-kind of likes and the human-kind likes that are given by people who watched most of the video and have a reason for liking that particular video. And YT will weigth in the latter kind of likes when choosing which videos to promote.
All I'm saying is that each thing should serve it's own purpose, without involvement from other things. If you like the channel, you can leave the ads open/have YT Premium and join the Patreon. And leave the like for when you like that video in particular.
Winnetou17 that would be the case if I like every video. I don’t. I don’t give likes that often. If the vid is disappointing or misleading it gets a dislike.
If it’s good it gets a like. If it’s from a channel I absolutely love it gets always a like without thinking about it.
The like ratios definitely still tell a lot about the video and channel. If it’s >10% likes/view it’s impressive, if it’s 100:1 like:dislike it’s really impressive.
@@Winnetou17 OK BOOMER
Hi! Thanks for the upload
Man i was waiting for your new video.
Pirate Radio! Goddamn! new "today i learnt "
Analogue and digital combined, kinda like instead of 0s and 1s you get 0s 1s 2s 3s 4s and so on by using something like the wavelength of light to trigger one of the available gates that's designed to react to that wavelength, so perhaps a red lightbeam in sync with the timing clock getting observed by a gate triggers 0, a blue lightbeam triggers 1, green triggers 2 and so on with the primary colours, and the analogue signal comes from interpretation of the luminosity of the lightbeam.
EDIT: By god, a shower-thought from a couple weeks ago and it's featured in the video under photonics. The wavelength could manipulate the voltage sent through the memristor.
24:15
Our neural CPU/MEMORY chips are starting to look a lot like the stacked chip of a cyberdyne systems model 101...
What an excellent video. More please.
ME: drifting away wondering about something else
Coretakes: 10:20
Me: *YOU MAD MAN*
This video has the vibe of old "conspiracy Egyptian alien faster-than-light tachyon energy" "documentaries"... In a good way - by throwing wild ideas/predictions and connecting them into a story, I was hooked till the end.
Finally a video that gets me thinking instead of just observing.
Ooh liking this video even before I get to see it! Awesome topic so need some alone time to properly ingest it 🤗
Waited for the next video 🤟🏻
As always, great video
I'm really excited for gallium nitride and hexagonal boron nitride semiconductors. Hexagonal boron nitride can make nanotubes, superconductors, photonics, and has a larger band gap and a higher thermal capacity than silicon. What are your thoughts on these materials taking over from silicon Coreteks?
Have you heard of spiking silver nanowire networks
Are you going to start adding more detailed reference/source list in your video descriptions for the future?
beautiful video thanks a lot !
It's very nice to hear a fellow portuguese speaking person with such high quality content. Thanks again.
Awesome video. Hope it gets more views.
Can neuromorphics be applied to prefetching? Could a multithreaded program be trained to optimize load distribution in heterogeneous architectures? Could it be expanded to support multicpu systems, gpgpu, fpgas, etc. just by enabling deep learning?
19:30 Isn't that what an ISA is?
"Are you telling me my cache will be better, Morpheus?"
"No, Neo. I'm saying you won't need a cache."
@@4.0.4 This is gold, best comment I have ever seen. You answered a very complex question perfectly with a 2 line meme.
This is a good day :D
Brain is the CPU, heart is part of the power system (as is the digestive tract), sweat is cooling system, vocal cords is the speaker, ears are microphones and eyes are cameras.
Just watched this again, and it's as outstanding as when I first watched it the day it came out. Huge thanks for the transcript on your Patreon by the way!
Please do a detailed video like this on Quantum Computing
imo your best video so far
Amazing videos as always @Coreteks! Just watching this video though made me think of a question: are neuron comms half duplex or full duplex? It always looks like a unidirectional half-duplex transmission in the animations, so I just wanted to kinda know about that. If there IS a full duplex mode, are neurons always full duplex? Do you ALWAYS get one receive for one send? Maybe in focus mode yes and diffuse mode no? Is there a measured gain in performance (either resultant in behavioral throughput improvement OR in operational neural transmission rates which may affect other systems like limbic and autonomous systems). Have there been any experiments on this if yes or no (inducing different duplex or increasing the transfer rates either through physical add-ons like mesh nets with stimuli or chemical enhancement/doping?) Just thinking out loud here, this has me really curious!
Obligatory disclaimer; I'm not an expert, I do occasionally fuck around with Spiking Neural Networks (the type SpiNNaker uses and the closest thing we have to something resembling a biological neuron) and this something I picked up from reading various sources. I might be wrong (can you imagine that, someone being wrong on the internet? *gasp!*), so take it with a grain of salt.
Neural synapses are strictly unidirectional; neuron A to neuron B, but not B -> A. So in strict sense, they're not even half-duplex, but only unidirectional. Instances where two neurons would talk to each other are rare, it usually more A -> B -> C,D -> E,F,G -> H ...
This doesn't mean you can't have loops (A -> B -> C -> D -> A), just that back-and-forth communication (A B) we're used to from computers doesn't make much sense when looked from context of how neurons talk to each other. In once in a blue moon where it might be useful, you can solve this by just having two synapses. So, making synapses bi-directional, doesn't make enough sense to be worth complicating and that's probably why nature didn't bother with it.
So no, synapses, are not full-duplex, ever, they're not even half duplex.
As far as increasing firing rate; no. You're making assumption that SNNs encode and process information in a similar way a computer would and thus similar ideas would apply (faster clock, throughput / faster firing -> more work done). They don't. Some neurons are inhibitory - as they fire their job is to slow down firing of other neurons. So just blindly ramping up the firing of neurons won't get you very far. But in any case, you don't want to fuck with timings and firing rate of biological neurons anyways. For example, one of the results of some neurons firing too fast than they should is epileptic seizure (my ex was an epileptic and it wasn't fun for either of us).
But in hardware, making it faster, will sure allow you to do more complex things with ANNs. Not because those spikes will suddenly carry more information, but because you can cram more in the same space, as with any piece of silicon.
Here to note that the neurons don’t make connections e.g they build nothing. The cells that do that are called glia cells and it’s still not clear how they make these connections these cells are dumb.
E.g we focused on neurons but neurons are not the weavers.
Also what did spinker result in? I guess nothing.. what can be used for production. And image recognition is still the only major use case of Neural Networks.
Yeah Im not really convinced about all this stuff yet.
Voice recognition also. Pattern recognition in general, i guess.
I hope the full discussion would be a timed exclusive. Will it be?
Finalllyyyyy new video !!!
Great video. I patreon`d up!
Wow I was just reading a bunch of wikipedia articles about von Neumann and Harvard architecture a couple days ago and then I watch this video and it's first thing you talk about.
Very interesting!
Had no idea of radio piracy!
You got me very hyped for neuromorphic computing and then shocked me that more is at patreon.
I am unable sadly to use patreon as i am not financially independent yet but now i actually going to persue it just to watch your exclusive content. I am bot happy and sad now 😁😥
The content. The quality. The voice. Ive been with you for a while now, and I just dont get how you are not a larger channel. I absolutely love what you are doing! Thank you :D
Please look at Adopteva from 2008 (they made these chips and boards over a decade ago).
They were selling up to 64 core chips back then and they already had a 128 fabbed and testing 512 one.
The 32 core one had 1-2 mb per core and the chips were RISC type (basics before arm).
And it seems real similar than as talked here, still needed with some modification/development, but with that small team (under 20 people, 6 at the beginning/fist chips).
Their chip(32 one) only drew 2watts at max load.
This one is a masterpiece thanks
14:00
Very interesting to here that our brains are both analog and digital!
It indeed seems Neuromorphic computing is one of those technologies which you rarely hear about, but have the potential to change the way future generations think about computing. Thanks for this amazing explanation and Analysis.
"Packets called words" I will use this for the remainder of my life!
You know you like a channel when you regularly search YT, asking where is Coreteks 😂
Dude all the comments here are like minded < we're all doing the same!
Analog part of the brain is like ours "GPU". Basically many operations are done by brain before you can interpret it as an information and complex signals is simpler to calculate in analog just by adding them, subtracting, multiplying, dividing etc than digitalising it and performing actions with arrays. Analog can achieve instant operations: you receive immediately the output after you got the full input.
Of course digits are perfect to represent data, control the execution of this, doing operations ad-hoc and store the results. IMHO. I think it's possible that analog "computations" can be back again in new quality.
amazing content. Never stop! Academic levels of education here.
I love this Video To be honest, The Quality and research is amazing and Lovely, Nonetheless exciting.
You should do a video on all the various prototype chips that are potentially on the horizon. I know of carbon nanotube chips, biochips, neuromorphic chips now. I'm sure there are others. Maybe one that uses photosynthesis I heard about.
He’s back!
This channel is so underrated, these videos are fucking awesome
ive been waiting for this😀
Wow! But how does a photonic chip work? Sort of minuscule optic fiber interconnections ¿Maybe?
Can't help but watch your videos man, there's immense effort behind each and every one of them.
Cheers!
The "central unit" directing neurons is DNA. Every neuron has a nucleus -- the nucleus contains DNA - the DNA in the nucleus of all neurons is shared, its literally a copy of the same instructions, the same "cpu", and they are indeed inter-connected just like the neurons. Ultimately it is all orchestrated by DNA which is itself a learning neural network that adjusts its code according to the pressures of the environment which it detects through inputs and then makes changes via microtubule outputs
Thank You!