Samsung researcher Jung Seung-chul and different scientists have developed an in-memory computing chip, a brand new semiconductor appropriate for AI chips. Photo courtesy of Samsung Electronics
SEOUL, Jan. 14 (UPI) — Samsung Electronics introduced it has developed an in-memory computing expertise that merges reminiscence and system semiconductors.
The world’s largest reminiscence chipmaker mentioned Thursday the brand new expertise is enabled by non-volatile reminiscences, dubbed “magnetoresistive random entry reminiscence,” for the primary time globally.
In the standard laptop structure, knowledge is saved in reminiscence chips whereas separate processor chips compute knowledge. In comparability, in-memory computing is ready to carry out each knowledge storage and computing in a reminiscence community on the similar time.
As a outcome, Samsung mentioned that in-memory computing considerably reduces energy consumption as the info don’t want to maneuver, a characteristic which may be appropriate for next-generation synthetic intelligence chips.
Many have tried to attain in-memory computing based mostly on MRAM due to its deserves, together with quick operation velocity, endurance and large-scale manufacturing, however the expertise has been elusive, Samsung mentioned.
The firm mentioned its MRAM in-memory computing chip achieved an accuracy of 98% within the classification of handwritten digits and 93% in detecting faces from scenes.
The developments will likely be revealed in an upcoming version of the journal Nature. Samsung researcher Jung Seung-chul is the primary writer of the paper.
“In-memory computing is much like the mind within the sense that inside the mind, computing additionally happens inside the community of organic reminiscences, or synapses, the factors the place neurons contact each other,” Jung mentioned in an announcement.
Experts say in-memory computing is likely one of the futuristic ideas for the semiconductor business.
“Samsung seems to have made a technological breakthrough based mostly on potential-rich MRAM,” Professor Han Tae-hee at Sungkyunkwan University advised UPI News Korea.
“To totally undertake in-memory computing, nevertheless, we’d like a very totally different software program ecosystem, together with totally different working programs. Hence, it stays to be seen whether or not the brand new Samsung expertise will likely be commercially viable,” he mentioned.