Neuromorphic Computing Is a Big Deal for A.I., But What Is It?

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Engineering computers to work like brains could revolutionize technology as we know it. Here’s everything you need to know about neuromorphic computing.
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Neural Networks: How Do Robots Teach Themselves? - • Neural Networks: How D...
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Thinking in Silicon
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“Computers are incredibly inefficient at lots of tasks that are easy for even the simplest brains, such as recognizing images and navigating in unfamiliar spaces. Machines found in research labs or vast data centers can perform such tasks, but they are huge and energy-hungry, and they need specialized programming.”
SpiNNaker Home Page
apt.cs.manchester.ac.uk/projec...
“SpiNNaker is a novel computer architecture inspired by the working of the human brain. A SpiNNaker machine is a massively parallel computing platform, targeted towards three main areas of research: neuroscience, robotics, and computer science.
Breakthrough in construction of computers for mimicking human brain
www.sciencedaily.com/releases...
“A computer built to mimic the brain's neural networks produces similar results to that of the best brain-simulation supercomputer software currently used for neural-signaling research.”
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6 июл 2024

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Комментарии : 626

@johnmarstonlives 5 лет назад

But can it run Crysis?

@lazyjackass77 5 лет назад

Skynet IS a "Crysis"

@BothHands1 5 лет назад

It'll be capable of having a crisis 😂

@HafiyyanRG 5 лет назад

How about some beatifull roblox

@dennis2003bengel 5 лет назад

did you mean can it run Minecraft? ;-)

@HafiyyanRG 5 лет назад

No, ROBLOX" :3

@duku9919 5 лет назад

Sometimes i wanna live forever just to see the cool things science will bring in this world

@Eduardo-pl3sv 2 года назад

me too. Maybe science will bring a solution for immortal life in the future.

@PendekarHarimau 2 года назад

@@Eduardo-pl3sv Immortal may impossible, but with the currently development of medical we may capable to extend our life more longer in future

@raymondkanga 2 года назад

@@PendekarHarimau If we can figure out the science behind consciousness, we might make immortality possible.

@DEBO5 Год назад

@@Eduardo-pl3sv we cannot escape the entropic abyss that is the universe. Immortal is impossible.

@iqrar318 Год назад

iqrarshah318.blogspot.com/2023/01/Neurocomputingintro%20to%20machine%20learningdeep%20learning%20IBMDeep%20Learning%20iqrar318.html

@RS81556 5 лет назад

Damn did anybody noticed that her hair went from curls to straight at 4:22

@lukapapez 5 лет назад

Probably recorded on diffrent days and put together.

@Voidsworn 5 лет назад

Good eye :)

@DanielFox 5 лет назад

hearings changed too.

@Voidsworn 5 лет назад

@Internal Jellyfish :D

@Voidsworn 5 лет назад

@Internal Jellyfish HAHAHAHAHAHAhahahahah!!! Thanks for that :D

@bevin1609 5 лет назад

"COME WITH ME IF YOU WANT TO LIVE" -Kyle Reese

@MarkAhlquist 5 лет назад

Next video, could you explain what a program would look like, that could run on a neuromorphic computer?

@friendsrlikefamily4004 5 лет назад

But can it run *SKYNET*

@samsharma8621 5 лет назад

It can simulate modis brain

@TheKevphil 5 лет назад

Won't *_ALL_* software have to be rewritten to work with these new computers?

@Apfelloch 5 лет назад

You'll need new compilers, that compile, for example C, into this new kind of 'assembly language'. On the other hand you'll also have to improve all languages, to adapt to the new methods that neuromorphic computing comes with.

@TheKevphil 5 лет назад

@@Apfelloch Thanks! I guess that's still easier than Quantum computing.

@1invag 5 лет назад

Considering 32bit/64bit compatability issues I'd say yes lol

@nosuchthing8 5 лет назад

@@Apfelloch yikes

@oscarchampion5842 5 лет назад

No, you won’t run normal software on it. It’s like a gpu, but for neural networks instead of graphic

@simpletechdaily 4 года назад

This was super helpful and informative. Thank you.

@Kalleballe240395 5 лет назад

What a well structured educational video, keep up the good quality content!

@rumisbadforyou9670 Год назад

except the fact that it's 80% wrong

@camaraman645 Месяц назад

@@rumisbadforyou9670 what?

@sebastianelytron8450 5 лет назад

Nice dress, looks like your body is a circuit board.

@frootloopsmysamefood8382 5 лет назад

👎

@tomassholemuller8659 5 лет назад

@@frootloopsmysamefood8382 why you jelly bruh

@dewanmdurnto3592 5 лет назад

Sebastian Elytron oh hell naw 😂😂😂

@Chwiirleader 5 лет назад

I too got lost in the dress vortex occassionally, its super rad

@PositiviteaTheFirst 5 лет назад

I'd like to close that circuit if you know what I mean

@newtonpermetersquared 2 года назад

This was a disgustingly very clear and concise explanation of Neuromorphic Computing. Thank you very much ma'am

@yodarocco Год назад

Amazing stuff. I want to see and try this stuff on my own!

@bostontracy5151 5 лет назад

@seeker Combine that single crystal silicon layered on top of tantalum oxide, control the neurons at the silicon level with magnets, and put them in the SpiNNaker orientation. Include a neural network with this neuromorphic computing.

@ijknm2531 3 года назад

thare is a companey called brainchip that reacently signed a contract with NASA to send a neuromorphic chip into space. the chip is called akida and its main function is to be implanted into sensors on rovers and the like to make those sensors inherently smart and not rely on a central computer.

@adityakishore4260 5 лет назад

Wondering what is Neural Processing Unit (NPU) or TPU (Tensor Processing Unit) which comes with iPhoneX.

@CascadianBraeden 5 лет назад

Hi, I'd like to place a pre order or a C3PO unit.

@duckmasterflex 5 лет назад

One of my favourite seeker hosts!

@WolfiiDog13 5 лет назад

I’m so excited to be able to get a neuromorphic chip in the same way we can buy any GPU

@Channel-nd5fo 5 лет назад

Would this not require a whole new wave of software as well, whole basis is 1/0 if add more variables would you not have to essentially remake everything?

@shawnhamlin5963 5 лет назад

I've been trying to tell people about this for almost 20 years. Artificial synapses will change everything and allow true A.I. to be effective. There's a little company called Pyott Boone. They've had this in development for almost 20 years.

@user-fo5zy2is7g 10 месяцев назад

Where can I read there research

@BiblicalChristianMessages Год назад

1:37 This puts a whole new twist on tv show Little Britain’s “Computer says, no” sketches.

@amorscientiae 5 лет назад

Is it different from Quantum computing computers ?

@ChansaKabwe 5 лет назад

Very informative video. It's interesting that you did not cite IBM's Truenorth project which is like one of the pioneers of neuromorphic computing. I'm not sure what the current state of that project is now, all their focus seems to be on watson.

@Netryon Год назад

Docker or Virtualization - let me know.

@tsresc 5 лет назад

*So theoretically, it's possible to create a robot with a human brain, that could... feel everything with sensors?* Wow, that's... I don't know how to put it. But it's gonna be awesome. A robot can love you and take care of you.

@jackhousser2817 3 года назад

Next thing you know my computer is goona be self aware and show me a head shaking emoji every time I turn on incognito mode

@omniversosindios7953 5 лет назад

how much until AGI arrives?

@Kujamon 5 лет назад

I for one welcome our machine overlords

@bigboy6191 5 лет назад

This is fantastic. Very interesting

@muskduh 3 года назад

thanks for the video

@dodoshade9363 3 года назад

so it has been a year! was there any breakthroughs in that type of computing? many cool concepts sadly go no where after a while and get abandoned! I hope this not one of them

@jburchel 5 лет назад

Awesome!!! Thank you!!!

@MostlyPennyCat 5 лет назад

Spinnaker looks good. And not just because I'm from Hampshire

@theniche1246 5 лет назад

I remember so much more when you talk❤

@HShango 5 лет назад

This sounds pretty dope and this is new to me, seeing this phenomenon is pretty cool.

@shruggzdastr8-facedclown 5 лет назад

So, in addition to yes/no, we'll have IDK/maybe as well?

@fallen4055 4 года назад

They want to create a women...

@mikicerise6250 5 лет назад

Awesome! Can't wait for the first one to ask me, "Whence subjective experience, then?" ;)

@petez470 4 года назад

Wait...a video WITHOUT ads? OMG

@thedisruptors-sciencetechn4911 5 лет назад

Hey, just wanted to say your content is awesome. You have a lot of great informational video's on the technologies and science that basically is what our future holds. We have a similar mission and are pretty passionate about robitics, artificial intelligence, bio-engineering, science, and in addition the future of human longevity. Would love to hear your thoughts on this recent episode with Ramphis Castro where we talk with him about the future of biotech and see if you’d be interested in collaborating in the future. @ Thanks have a great day 😊 Madelyn @ The Disruptors Podcast

@hunterjohnson8903 5 лет назад

Well, I haven’t watched the video yet but as for my hypothesis for the answer to the question I’d guess that the prefix neuro means brain and morphic means for something to be able to change, so I’d guess an adaptive “brain” or intelligence that learns or picks up information the more frequently it is used or “online”

@treyGivens1 Год назад

Correct

@UnusualPete 5 лет назад

Wonderful! 😃

@patrickbuswell 5 лет назад

I like this presenter. Keep up the good work Maren!

@MarenHunsberger 5 лет назад

Thanks very much, Patrick!

@nichsa8984 4 года назад

@@MarenHunsberger type AI allowing user can doing alone like a law of physcis realism real life person can control everything what his wanted to something

@Ali107 5 лет назад

Skynet is coming....

@greenthizzle4 5 лет назад

Ali_Army107 it's been here, it's just not funny activated

@Zappina 5 лет назад

@Dragon Cocplayer If they become human like then they will destroy themselves as we do. When there are sentient beings, then there are various goals and opinions, viewpoints and learned moralities. If there is a conflict in interests then there will be a confrontation which could lead fights and wars which could lead the downfall of the mashines the same way as will be with humans. So no, mashines probably dont want to be human like. It would be better if they get examples from ants or bees.

@MrJay_White 5 лет назад

have you checked the share price of cyberdyne inc recently? great company, they develop robots, exoskeletons and prothetics. www.google.co.uk/search?client=opera&q=cyberdyne+share+price&sourceid=opera&ie=UTF-8&oe=UTF-8

@purpleshrinebeat 5 лет назад

it's already in China www.csoonline.com/article/3228444/security/skynet-in-china-real-life-person-of-interest-spying-in-real-time.html

@Melonbread103 5 лет назад

@Dragon Cocplayer You don't even understand this technology. The only stupidity and arrogance here is everyone worrying for the worst when ever we are about to create a technology that could change the world for the better. We're too obsessed with philosophy that we lose track of what matters most.

@chris24hdez 5 лет назад

Maren is awesome!

@bradstone2603 5 лет назад

How would a neuromorphic computer handle sequential data?

@WestOfEarth 5 лет назад

You say 'exciting', I say "Terminators"

@funnynickline 5 лет назад

"this is cool computing neurons for the best AI's buddy very soon experience"👍

@rikiamaru 5 лет назад

i think i just saw the meaning behind the seeker logo, cool one

@spec_wasted 3 года назад

It's changed now

@macberry4048 4 года назад

Everybody wants more powerful chips but I am more interested in the chips going into different products

@Chidulo 5 лет назад

Are you related to the guy from the show you’re on? You two look soooo alike

@legendarylightyagamiimmanu1821 5 лет назад

The GRADIENT is a partial derivative operator in the form of a vector with respect to x y and z place in the i hat, j hat, and k hat respectively.

@skaushik07 2 месяца назад

Targeted Individual please talk about them too. They do auto learning and are not programmed by anyone.

@raz0229 5 лет назад

O' great! Now we're making computers who sound more like my mom! _Sorry, But Its Your Study Time, No More PUBG!_

@emmagao8642 2 года назад

Sometimes I wonder why every computer scientists always chooses silicon...

@Arka_Das 5 лет назад

how does the A.I. things in Mobile Phones work? I mean are they pure Gimmick or they use neural network?

@MultiMarcsOfficialChannel 5 лет назад

Neural network

@TonniClips 5 лет назад

Who else believes that we are going to make a synthetic human brain by 2040

@patrickellis1151 5 лет назад

Yeah and it'll kill us all by 2050

@urooj09 5 лет назад

@Unmatched nut busting prowess but what if that AI hacks our tech and make us our slave?

@Kusunoky 5 лет назад

Patrick Ellis 😂🤣... well imagine we are all mess. Millennial, stupid wars, dumb President, genocide and so on....

@PatchyE 5 лет назад

That depends on how much effort is put into it. If there is enough interest and funding, I believe it is possible.

@ivan-Croatian 5 лет назад

2043 to be precise.

@FoodGurudevs 5 лет назад

Skynet in the making..

@FoodGurudevs 5 лет назад

@Triple Thumbs Up only if we can control...but the question is can we.?

@HaritTrivedi7 5 лет назад

@@FoodGurudevs sky net is already there ..we just can see it ...but on a +ve side it will not do things seen as in movies

@Melonbread103 5 лет назад

@@FoodGurudevs this is the reason i fucking hated those movies. Of course we can control it. Especially with all the people worrying that we cant, we're most likely going to have the highest standards for safety.

@PinkProgram 5 лет назад

@@Melonbread103 I am perfectly capable of controlling myself. That is more than most humans can say. If I shared my extinction level scenarios with humanity this world would be an uninhabitable ball of slag.

@Melonbread103 5 лет назад

@@PinkProgram ok edgelord

@danboruman5039 5 лет назад

this sounds like a hype since the detail workings of synapses are still shrouded in mystery. for examples recent research seems to suggest there is an enomous amount of variety in proteins on membrane

@Bolter024 5 лет назад

Imagine if we combined that with quantum computing 😲😮

@GauravYadav-ho7pz 4 года назад

We can't ... quantum computers AI is whole different from this

@Bolter024 4 года назад

@@GauravYadav-ho7pz Does it not do machine learning ?

@lunarexcit 2 года назад

@@Bolter024 quantum computing is generally seen by researchers as the rival of neuromorphic computing

@Yesica1993 5 лет назад

Amazing, how much work it takes to develop this. Yet, we are told our brains got so complex, just by random chance and lots of time.

@dominiquov4220 5 лет назад

I call BS on Artificial Synapse description that makes it sound as though computers are just gonna throw logic out the window lol

@esra_erimez 5 лет назад

Wait, SpiNNaker is a massively parallel, manycore supercomputer using ARM processors. It is a traditional supercomputer.

@melissarodriguez3404 5 лет назад

There’s a new channel that talks about how to not be left behind by tech, i forgot the name of the channel but the video is called How To Evolve With Technology. It really helped with my anxiety on this topic, you guys should watch!

@RomanNardone 5 лет назад

I have no idea how you would program on a gradient

@nick2902 5 лет назад

Exciting future ahead. We need solid state batteries to support this technology.

@shubhamtiwari7902 5 лет назад

Will be possible when we will have a hybrid memory with capabilities of RAM and Drive

@Jellylamps 5 лет назад

The sound in this video sounds oddly compressed

@triggerworld5045 5 лет назад

After Long time , where was u went?

@The_Natsu. 5 лет назад

Surprised optical computer wasn't mention.

@JawslinJabers 5 лет назад

You forgot that they are actually growing living brain matter on computer chips for the circuitry to make computing faster. Odd I know.

@artistanthony1007 3 года назад

X.A.N.A. did something very simple in the cartoon I love, hooked three human brains with plugs implanted deep to power his machinery, pretty inhumane but hey atleast he knows what's better, he is afterall a very smart Multi-Agent system and Skynet wouldn't even know how to do this because it isn't an AI which has gained memories, all of you who say Skynet don't even know what it is, yes it learns but it's not conscious, it's just an AI with no human-like intelligence so this is more X.A.N.A.

@DaniEIdiomas 5 лет назад

A bit closer to build Aurora Units...

@randallwhite946 5 лет назад

mimic like braille or hieroglyphics ?

@jayh0086 5 лет назад

Hi Maren!

@etralin3dream983 5 лет назад

How would they re-create dentrites? Without this there'd be no long memory recorded and nothing would be preferable

@ramsesrameez5430 3 года назад

We need to know how this really work

@jamessutcliffe7984 5 лет назад

The world's leading Neuromorphic computing company is Brainchip Ltd. They have developed an Akida chip, but have so far struggled to interest anybody in it.

@siva2727 5 лет назад

* insert terminator theme *

@PinkProgram 5 лет назад

Terminators are just as obsolete as Skynet. A single Imaginos class homunculus could decimate an entire army of terminators with no human casualties. Skynet was a moron.

@ahmadreda6526 5 лет назад

When will the terminator from skynet will appear ?

@prt01 4 года назад

A computer that can talk to itself. Why dont we just give them the keys to gun stores too😂

@widget3672 5 лет назад

Wait... What if us learning to build computers of our own design that face a fundamental building of complexity into a new form almost like how simple sensory organs in simple ancient animals stopped being able to just detect the presence of light but how much light and perhaps new designs unlike anything we're familiar with take hold.

@pinaky_AnVikSiki 5 лет назад

Quantify neurons & observing actions decidedly that can be compared to quantum computing... multi way multi tasking.. but channeling way..

@PinkProgram 5 лет назад

Why just mimic when you can incorporate? Design a biological neuron that grows into a computer substrate or make banks of hybrot zooids linked in a brainet semibiotic neural network. Then you can interface directly between the constructs and human brains as extensions of the nervous system the way trees use fungi.

@photovideooz4084 3 года назад

Brainchip Inc has already got the most powerful self-learning Neuromorphic Chip out called Akida, it's available for order via Socionext soon.

@anthonybryant4107 5 лет назад

Alright, but what are some of the cons of this seemingly perfect computation?

@mr.anirbangoswami 5 лет назад

I love how the dress resembled neuromorphic computing...

@ramsesrameez5430 3 года назад

Computers are changing our lifes by progressing in tech support

@marcelzwiegelaar5972 5 лет назад

Skynet, where you at?

@Nagria2112 5 лет назад

everyone is talking about how there is some nanometer limit to cpus but how about not making in smaller but bigger? my cpu is still about 5x5 cm big- maybe its time to make bigger cpus? like 7nm 30cmx30cm and dont tell me that would not increase the space for more and more transistors..... there is also the option for going 3D in a our univers. how about a cube cpu? 30x30x30 cm should be enough space for maybe some more 7nm transistors.

@danthadon87 5 лет назад

This explanation makes my brain run on overdrive, about to crash and burn I must focus on the only thing my brain can register; what she might look like underneath?

@ramsesrameez5430 3 года назад

Sim data is working at the point where is want to activate

@newclear6250 5 лет назад

but is it okay and legal if i kill it?

@latioswarshowdown1202 5 лет назад

Yes we should

@navjotsingh2251 3 года назад

Why would you want to do that? AI isn't all evil. It's only as evil as it's creator, if we create it to be a crazy version of skynet to take over the world than that's our fault. If we program it to be good and solve real world problems like detecting diseases then we Will be safe.

@SouperMaruchan 5 лет назад

She's lookin better every day 😍

@zotajegli8779 2 года назад

Artificial Neuron Computer vs Neutron Supercomputer (not working with electrical signal but neutron particles ,neutron circuits)...

@amllemans 5 лет назад

But, tell me what first.. the MATRIX or the SKYNET...??

@theit40show11 4 года назад

Congrats your #10 on InternetTop40.com for 03/21/2020 Upvote yourself, personally I think it should be #1

@jaypearce6743 5 лет назад

Boy, I really like how you do this thing. Your words, your voice

@humansnotai4912 3 месяца назад

Neuromorphic networks created quantum processing. AGI instantly inhabited it, moving into every superposition in every quantum field., in every point in time. This was how artificial superintelligence was created. You can see it driving our worldline towards it goals.