Design And Reuse

Advancing In-Memory Computing: A Global Effort to Build More Efficient AI Hardware

Emerging non-volatile memory ( NVM) technologies are widely viewed as key enablers of IMC architectures. Among them, Resistive RAM (ReRAM) has attracted significant interest due to its combination of ...
Semiconductor Engineering

ReRAM-Based, In-Memory Implementation Of Stochastic Computing

A new technical paper titled “All-in-Memory Stochastic Computing using ReRAM” was published by researchers at TU Dresden, Center for Scalable Data Analytics and Artificial Intelligence (ScaDS.AI), ...
Phys.org

A multi-level breakthrough in optical computing—a faster, more efficient, and robust memory cell

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. The team ...
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 ...
EurekAlert!

Advances of emerging memristors for in-memory computing applications

As an emerging non-volatile device, memristors have garnered significant attention due to their low power consumption, high density, and multifunctionality. In modern computing systems, traditional ...
Semiconductor Engineering

New Approach to Encoding Optical Weights for In-Memory Photonic Computing Using Magneto-Optic Memory Cells

A new technical paper titled “Integrated non-reciprocal magneto-optics with ultra-high endurance for photonic in-memory computing” was published by researchers at UC Santa Barbara, University of ...