What is In-Memory Computing?

Have you ever thought about how the apps and services you use every day rely on Artificial Intelligence - and how much energy that higher level computing requires?

In this video, Nicole Saulnier explains how the technique of in-memory computing can be used to make AI more energy efficient, and how you can get involved through IBM's open source analog AI hardware toolkit.

#AI #BigData #DataScience #ITModernization

[samkelosibongakonke]

Great Overview👌, I never get tired of watching these videos. There's always something new to learn and gain

[gasasira]

Excellent explanation Dr. Nicole Saulnier. Proud to work with such a brilliant team of Research Scientists like you.

[rocktcatU]

This was a great explanation of in memory computing.

[kartikpodugu]

Excellent.
Have heard about in memory compute earlier, but came to know the details here.

[helsonkumar]

Such a detailed explanation. Thank You.

[Flankymanga]

From my understanding: You need to design physical chips that perform similarly as brain neurons where each neuron has its computational part and memory colocated?

[edbertkwesi]

the lady is more clear in her explanation than my lecturer.

[loveyourneighbors]

Would be great if there is a video that explains stateless vs stateful?

[carnivt]

but how are the G Variables with their different values set into the matrix? I guess they need to be modified when training the neural network so they can`t be set by lithography when making the chip. But how is it done afterwards when working with the chip?

[velo]

how far is IBM with in memory computing?

[mayaq]

What do you mean by “memory”, (in beginning of clip) give an example.. RAM?

[vivekpandya]

How registers i.e W weight values can be changed dynamically? Something similar to FPGA?

[randomcraft]

I can't understand, what is stored in such memory? Is V or G a variable?

[geeknerd]

How does it work for negative weights?

[SR_MLNA]

🤔 I am thinking about maybe it is possible to replace those resistors by digital potentiometers in rapid prototyping circuits to expirment with them, as a hybrid between a fpga with resistors, or include already the part of the predesigned circuit: with transistors and these to the resistors. The rest how the memory, demux, D/A, A/D, etc circuit would be designed by the engineer or student.

[monstercameron]

I wish I was smart enough to enter the AI field, this is the future.

[Abu_Shawarib]

Using analog logic to compute on memory. Interesting.

[ritheshofficial]

wait, is she actually writing in reverse or it's being reversed in real time or something? My apologies if it's something common, there were no digital boards back when I was in school.

[josequinton]

Watched a doctor explain sugars & honey just a hour ago using clear glass{?} & various colors markers writing backwards like this Chancellor Lady, , , man i want to know what is the trick

[TwentyNineJP]

Customer service chatbots aren't a good example to evoke a positive reaction 😑