The associative processing unit wants to displace Nvidia's GPU as the go-to AI powerhouse by putting compute in the memory itself

Compute-in-memory chips like GSI’s APU could reshape AI hardware by blending memory and computation, though scalability ...

Compute-In-Memory APU Achieves GPU-Class AI Performance at a Fraction of the Energy Cost

GPU-class performance – The Gemini-I APU delivered comparable throughput to NVIDIA’s A6000 GPU on RAG workloads. Massive energy advantage – The APU delivers over 98% lower energy consumption than a ...
Hosted on MSN

Compute-in-memory chip shows promise for enhanced efficiency and privacy in federated learning systems

In recent decades, computer scientists have been developing increasingly advanced machine learning techniques that can learn to predict specific patterns or effectively complete tasks by analyzing ...
Tech Xplore on MSN

AI efficiency advances with spintronic memory chip that combines storage and processing

To make accurate predictions and reliably complete desired tasks, most artificial intelligence (AI) systems need to rapidly ...

AI’s Memory Wall : The Hidden Problem No One’s Talking About

Discover the challenges behind AI's memory wall and explore 8 principles designed to fix memory limitations for smarter ...
Nature

Non-Volatile Memory Systems and Architectures

Non-volatile memory (NVM) systems and architectures have emerged as pivotal components in modern computing, offering the combined benefits of data persistence and enhanced energy efficiency. With ...
Semiconductor Engineering

Tools, Models and System Support for PIM Architectures, With DRAM-Focus (ETH Zurich)

A new technical paper titled “New Tools, Programming Models, and System Support for Processing-in-Memory Architectures” was published by researchers at ETH Zurich. “Our goal in this dissertation is to ...
Nature

Content Addressable Memory Architectures for Field Programmable Gate Arrays

Content Addressable Memory (CAM) architectures provide a powerful approach to high-speed data searches by comparing search data against an entire memory in parallel, rather than relying on sequential ...
VentureBeat

Mem0’s scalable memory promises more reliable AI agents that remembers context across lengthy conversations

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now Researchers at Mem0 have introduced two new ...
NextBigFuture

NEO Semiconductor X-HBM Will Have 16X Bandwidth and 10X Memory Density

Neo Semiconductor X-HBM architecture will deliver 32K-bit wide data bus and potentially 512 Gbit per die density. It offering 16X more bandwidth or 10X higher density than traditional HBM. NEO ...