Tech Xplore on MSN

New smart chip reduces consumption and computing time, advancing high-performance computing

A new chip aims to dramatically reduce energy consumption while accelerating the processing of large amounts of data.
Interesting Engineering on MSN

Smart chip could slash computing energy use by up to 5,000×

The new analogue in-memory chip performs computation inside memory, lowering power consumption and latency for AI and data-center workloads.
EurekAlert!

A multi-level breakthrough in optical computing

For the first time, an international cadre of electrical engineers has developed a new method for photonic in-memory computing that could make optical computing a reality in the near future. Until now ...

Atom-thin, content-addressable memory enables edge AI applications

Recent advances in the field of artificial intelligence (AI) have opened new exciting possibilities for the rapid analysis of ...
Semiconductor Engineering

Is In-Memory Compute Still Alive?

In-memory computing (IMC) has had a rough go, with the most visible attempt at commercialization falling short. And while some companies have pivoted to digital and others have outright abandoned the ...
NextBigFuture

Analog in-memory Computing Attention Mechanism for Fast and Energy-efficient Large Language Models

A Nature paper describes an innovative analog in-memory computing (IMC) architecture tailored for the attention mechanism in large language models (LLMs). They want to drastically reduce latency and ...
Semiconductor Engineering

Analog In-Memory Computing: Fast Deep NN Training (IBM Research)

A new technical paper titled “Fast and robust analog in-memory deep neural network training” was published by researchers at IBM Research. “Analog in-memory computing is a promising future technology ...