Analog AI Accelerators Explained

It is a completely different approach to AI! This AI Processor is the first Analog AI accelerator featuring in-memory compute technology. I am a huge fan of it!

My Gear:

[TheXxSPANKERxX]

This channel is what I needed when I felt burned out and dreading the start of my MSc. in computer engineering.
I feel like its hard to find others with a healthy passion for good tech and excitement for the future.
Everyone is unboxing, reviewing, comparing and drop testing tech but there's rarely anyone with actual intelligence showing real appreciation and a pure passion in the hardware industry.
Our breakbrouths are pushing new boundaries for humanity and the new tech seems truly larger than life and very profound, yet nobody seems to truly care.
But its times like these where you stumble into a hardware convention or find a youtuber that feels like opening a box of sunshine, to realize you are quite fortunate to be in this vast, growing, and truly profound profession.

Thank you Anastasi, in regards to feedback, I have been all the way down the trenches of youtube and I think this stands as the golden standard for production and video infotainment.
I can't help but think your years of hardwork is being spilled into this channel, simply wonderful.

[Paulkjoss]

I feel very lucky to live in a time where this channel exists…

[DrKnowitallKnows]

Your cutting edge hardware videos are amazing! Thank you for sharing this knowledge with all of us :)

[apefu]

These AI processor videos have been really cool!
They kind of makes me want to go back into startups again, the possibilities are so exciting with all kinds of specialized edge compute these days :)

[OCONTECH]

YOUR GREAT! I mean the video! Was great!

[karfearssoftwear]

Crazy how all this works and you explain it very well enough for average Techhead to understand. 🔥🔥🚀

[jaydee]

I think the level of detail into which you present these innovations perfectly matches my knowledge base. Thanks for keeping me up to date.

[ronaldronald]

Amazing. Thanks for explaining so clearly.
This is the golden age of A.I. development. I try to project what applications will be possible with the kind of capabilities coming online.

[lake]

The concept is pretty cool. Though the limitation of not being capable of training the model on the chip is huge. Maybe after a few years they'll figure out how to make some microscopic variable resistors for the weights? Something like replacing every resistor with transistor-resistor-in-series in parallel and so you'd have quantized digital control over the resistors and the chip then can be used for both training and inference.

[cy-one]

I did not think I would understand this, but I thought I'd give it a try after watching another video of yours that got randomly recommended.

This is.. just insanely impressive, wow.

[ryanmccampbell]

New viewer and I was expecting a standard high level tech-futurism type video, instead I got a detailed and interesting yet still accessible computer scientist's perspective of a completely different way of computing. Very cool!

[pacobrezel]

As always cutting edge presented! Exiting competitor for Brainchip

[yourtube]

Nice video Anastasi! Very well explained.

Brainchip's digital tech seems really good. One shot learning, on chip learning, ultra low power. It has got the goods.
Recently Mercedes acknowledged it on their website, Akida being used in their EQXX concept car.

[alexharvey]

Great video, thanks. It's rare to find someone looking at these aspects of AI (more what we need to get to AGI than the next iteration of RNNs or transformer development). Instant sub from me, keep it up!

[_McGyver]

Wow I really love your content, I always learn something new and interesting. Thanks.

[springwoodcottage]

Super interesting! Analogue matrix computation with low overheads: A mix of historic & cutting edge tech. Maybe useful for base systems such as removing false positives as you describe with your Tesla camera, but expanded for robotics to do routine stuff like walking on pavements, taking load of more sophisticated AI. Thank you for sharing!

[sullenstudent]

I think this is very interesting and exciting work. Thank you for your contribution, Anastasi.

[Tryst]

1960's: We have analogue technology.
1990's: Digital is the way forward.
2020's: Wait, analogue was better after all.

Who would have figured?
Well, anyone who saw that an analogue TV still allowed you to see a picture with a low signal strength, even though it was quite snowy, while digital TV's froze frequently and made it completely impossible to watch.

[andy]

Great video about a super cool chip! :)

[stevenbacon]

Great video and a very exciting technology!