UC San Diego's Q-MEEN-C is developing brain-like computers through mimicking neurons and synapses in quantum materials. Recent discoveries in non-local interactions represent a critical step towards more efficient AI hardware that could revolutionize artificial intelligence technology. We often b
, shows that electrical stimuli passed between neighboring electrodes can also affect non-neighboring electrodes. Known as non-locality, this discovery is a crucial milestone in the journey toward new types of devices that mimic brain functions known as neuromorphic computing.
Like many research projects now bearing fruit, the idea to test whether non-locality in quantum materials was possible came about during the pandemic. Physical lab spaces were shuttered, so the team ran calculations on arrays that contained multiple devices to mimic the multiple neurons and synapses in the brain. In running these tests, they found that non-locality was theoretically possible.
“This is essentially what a memory looks like,” stated Frañó. “The device remembers that you perturbed the material. Now you can fine-tune where those ions go to create pathways that are more conductive and easier for electricity to flow through.”Traditionally, creating networks that transport sufficient electricity to power something like a laptop requires complicated circuits with continuous connection points, which is both inefficient and expensive.
“This is a very important step forward in our attempts to understand and simulate brain functions,” said Dynes, who is also a co-author. “Showing a system that has non-local interactions leads us further in the direction toward how our brains think. Our brains are, of course, much more complicated than this, but a physical system that is capable of learning must be highly interactive and this is a necessary first step.
United States Latest News, United States Headlines
Similar News:You can also read news stories similar to this one that we have collected from other news sources.
Revolutionary hardware unveils new quantum computing modelA potentially game-changing theoretical approach to quantum computing hardware avoids much of the problematic complexity found in current quantum computers. The strategy implements an algorithm in natural quantum interactions to process a variety of real-world problems faster than classical computers or conventional gate-based quantum computers can.
Read more »
Quantum Computers News -- ScienceDailyQuantum Computer Research. Read the latest news in developing quantum computers.
Read more »
Baldur's Gate 3 and Hades changed my mind about early access | Digital TrendsI used to dismiss the idea of early access games, but success stories titles Baldur's Gate 3 and Hades have changed my mind.
Read more »
Boosting attendance top of mind as LAUSD students return to classesLAUSD FIRST DAY OF SCHOOL: Thousands of students returned to classes today and there's a long list of goals Superintendent Alberto Carvalho has set out to accomplish this year.
Read more »
Security is top of mind as Dallas ISD students go back to schoolHere are the changes to expect as the school district resumes classes. NBC 5’s Larry Collins has the details.
Read more »