Novel Memristors for AI Memory

This is a news story, published by ScienceDaily, that relates primarily to Valov news.

Valov news

For more Valov news, you can click here:

more Valov news

News about Ai research

For more Ai research news, you can click here:

more Ai research news

ScienceDaily news

For more news from ScienceDaily, you can click here:

more news from ScienceDaily

About the Otherweb

Otherweb, Inc is a public benefit corporation, dedicated to improving the quality of news people consume. We are non-partisan, junk-free, and ad-free. We use artificial intelligence (AI) to remove junk from your news feed, and allow you to select the best tech news, business news, entertainment news, and much more. If you like this article about Ai research, you might also like this article about

Novel memristors

. We are dedicated to bringing you the highest-quality news, junk-free and ad-free, about your favorite topics. Please come every day to read the latest memristors news, memristor news, news about Ai research, and other high-quality news about any topic that interests you. We are working hard to create the best news aggregator on the web, and to put you in control of your news feed - whether you choose to read the latest news through our website, our news app, or our daily newsletter - all free!

novel memristive components

ScienceDaily

•

Technology

Novel memristors to overcome AI's 'catastrophic forgetting'

Summary

Nutrition label

78% Informative

Memristors consume extremely little power and behave similarly to brain cells.

Unique properties could help address problem of 'catastrophic forgetting' where artificial neural networks abruptly forget previously learned information.

Memristive elements are considered ideal candidates for learning-capable, neuro-inspired computer components modeled on the brain.

Memristive component is chemically and electrically more stable, more resistant to high temperatures, have a wider voltage window and require lower voltages to produce.

This combination of analog and digital behavior is particularly interesting for neuromorphic chips because it can help to overcome the problem of "catastrophic forgetting" "Our results will further advance the development of electronics for 'computation-in-memory' applications," says Valov .

VR Score

Informative language

Neutral language

Article tone

informal

Language

English

Language complexity

Offensive language

not offensive

Hate speech

not hateful