In-memory computing (IMC) is an emerging non-von Neumann computational paradigm that keeps alive the promise of achieving energy efficiencies on the order of one femtoJoule per operation in a computing system.
实际上In Memory Computing之于IC就类似于同样大火于学术圈的Computer Vision之于CS。Computer Vision: 硕...
2.1.1 PROCESSING IN MEMORY AND NEAR MEMORY COMPUTING 迳存计算实际上是在靠迳内存的逻辑中执行计算。迳存计算架构最初被称为内存处理 (processing in memory,PIM)。 打破内存墙一直是这些以内存为中心的架构的主要目标。 自 1990 年代以来(最初的建议可以追溯到 1970 年代),PIM 作为克服冯诺依曼架构内存带宽限...
在不修改现有内存硬件的前提下，MVDRAM 仅利用手机、电脑等设备现有的存储硬件，即可实现存内计算。其推...
2023年11月28日—高效能低功耗32/64位RISC-V处理器核心领导供货商暨RISC-V国际协会创始首席会员Andes晶心科技(TWSE: 6533)与模拟忆阻器(analog memristor)技术和内存运算(in-memory computing)方面的先驱—TetraMem,宣布建立战略合作伙伴关系,旨在提供快速、高效的人工智能推理芯片,这将彻底改变人工智能和边缘运算的格局...
基于光芯片的内存内计算(memory-in computing) 这篇笔记介绍一篇牛津大学在光子计算领域的最新进展,该文章发表于最新一期的Science Advances,标题为“In-memory computing on a photonic platform”。 传统计算机采用的架构为冯·诺依曼架构,在该架构中,中央处理器CPU与存储单元是分离的,如下图所示。
2023年11月28日—高效能低功耗32/64位RISC-V处理器核心领导供货商暨RISC-V国际协会创始首席会员Andes晶心科技(TWSE: 6533)与模拟忆阻器(analog memristor)技术和内存运算(in-memory computing)方面的先驱—TetraMem,宣布建立战略合作伙伴关系,旨在提供快速、高效的人工智能推理芯片,这将彻底改变人工智能和边缘运算的格局...
Here we introduce the concept of mixed-precision in-memory computing, which combines a von Neumann machine with a computational memory unit. In this hybrid system, the computational memory unit performs the bulk of a computational task, while the von Neumann machine implements a backward method to...
In today's digital computing landscape, In-Memory Computing (IMC) has emerged as a revolutionary approach to tackling critical energy efficiency and latency challenges, particularly in dealing with the widespread bottleneck between memory processors. While the core concept of IMC seems clear and ...
Here we review the development of in-memory computing using resistive switching devices, where the two-terminal structure of the devices, their resistive switching properties, and direct data processing in the memory can enable area- and energy-efficient computation. We examine the different digital,...