Skip to main content

Samsung unveils new MRAM-based in-memory computing chip

Samsung has just revealed the world’s first in-memory computing based on MRAM (magnetoresistive random access memory). The team described these innovative findings in a paper published by Nature.

The effort to combine memory and data computing into one is not a novel idea, but it has never before been executed with the use of MRAM. This successful MRAM breakthrough is the result of Samsung’s effort to combine memory and system semiconductors into one, all with artificial intelligence in mind.

Dr. Donhee Ham, Dr. Seungchul Jung, and Dr. Sang Joon Kim.
Dr. Donhee Ham, Dr. Seungchul Jung, and Dr. Sang Joon Kim (Image source: Samsung) Image used with permission by copyright holder

In the press release that describes Samsung’s research, the company explains that memory chips are typically used for storing data, while data computing is executed in separate processor chips. Iin-memory computing is a technique that performs both tasks within a memory network.

Recommended Videos

Using in-memory computing allows for processing large amounts of data that is stored within the memory network itself. This means that data doesn’t need to be moved and it is processed in a parallel manner, resulting in faster transfer speeds and a substantial reduction in power consumption.

In-memory computing has been attempted with the use of other no-volatile memory types, in particular resistive random access memory (RRAM) and phase-change random access memory (PRAM.) However, the use of MRAM has proven difficult, and Samsung explains that this is due to the low resistance of this memory type. When used in the standard in-memory computing architecture, MRAM doesn’t benefit from the desired power reduction.

Despite the difficulties, MRAM continued to be an attractive option for in-memory computing due to its various benefits, such as high operation speeds, the fact that it’s produced on a larger scale, and its endurance. This encouraged Samsung’s researchers tocontinue to pursue this technique and eventually led them to a breakthrough that makes MRAM-based in-memory computing a reality.

Samsung conference.
Image source: TechPowerUp Image used with permission by copyright holder

The research led to the development of an MRAM array chip capable of in-memory computing while addressing the aforementioned problem of low resistance presented by individual MRAM devices. The array chip was then tested by performing various A.I. computing tasks, and it performed excellently. Samsung reports that the chip hit 98% accuracy in the classification of handwritten digits and 93% accuracy in being able to tell faces apart from the scenery.

The research that led to this discovery was the result of cooperation between the Samsung Advanced Institute of Technology, Samsung Electronics Foundry Business, and Semiconductor R&D Center.

Using MRAM for in-memory computing is definitely a huge step for Samsung. This technique may be one of the most viable options for next-generation power-efficient A.I. processing. Samsung said it plans to move forward and continue building on its MRAM in-memory computing success.

Monica J. White
Monica is a computing writer at Digital Trends, focusing on PC hardware. Since joining the team in 2021, Monica has written…
New photos give us another look at Samsung’s upcoming iPad rivals
The Samsung Galaxy Tab S9 Plus sitting on a shelf.

The existence of the Galaxy Tab S10 Plus and S10 Ultra is one of the worst-kept secrets in the mobile world at the moment. The two devices have been spotted on the 3C certification website, and many leaks have emerged.

Now, the latest leak gives us a clear look at the tablets' designs. Android Headlines released an exclusive look at the two latest additions to Samsung's lineup.

Read more
The Samsung Galaxy S25 Ultra’s new display could look like this
The Samsung Galaxy S24 Ultra's screen, resting on a bench.

The Samsung Galaxy S25 rumor mill is already spinning fast enough to power San Francisco, but leaker Ice Universe has released even more information on the potential — and increasingly plausible — appearance of the new flagship phone. In a post on X (formerly Twitter), Ice Universe stated the new S25 Ultra would be only 77.6mm across compared to the 79mm width of the S24 Ultra.

Despite the reduction in overall size, the screen is actually larger thanks to smaller bezels. The new phone will reportedly add 0.07 inches to the diagonal screen size and 0.7mm to the width, even as the body frame shrinks.

Read more
Samsung’s anticipated new Odyssey OLED gaming monitors start at $900
Odyssey OLED G8

Samsung didn't have a presence at Computex 2024, but it did reveal some juicy new details on its highly anticipated new OLED gaming monitors to align with the event.

After originally being showcased at CES in January, the Odyssey OLED G8 (G80SD model) and Odyssey OLED G6 (G60SD model) will finally be available for order starting today, meaning we now have the official pricing for them as well. The Odyssey OLED G8 will sell for $1,300, while the smaller Odyssey G6 will cost $900. As a bonus, Samsung is offering up to a $300 Samsung credit on a future purchase when you order one of these models.

Read more