Memory devices and applications for in-memory computing
WEBMar 30, 2020 · In this Review, we first give an overview of the memory devices that facilitate in-memory computing as well as the key in-memory computational primitives that are enabled.
A full spectrum of computing-in-memory technologies - Nature
WEBNov 13, 2023 · Computing in memory (CIM) could be used to overcome the von Neumann bottleneck and to provide sustainable improvements in computing throughput and energy efficiency.
Device and Circuit Architectures for In-Memory Computing
WEBIn-memory computing (IMC) appears as a promising approach to suppress the memory bottleneck and enable higher parallelism of data processing, thanks to the memory array architecture.
Recent Advances in In-Memory Computing: Exploring Memristor …
WEBFeb 19, 2024 · Transistor-based in-memory computing chips, such as static random-access memory (SRAM), dynamic random-access memory (DRAM), and floating gate memory, are well-suited for logic computing that requires precise storage and processing of …
In-memory computing - IBM Research
WEBIn-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.
In-memory computing with resistive switching devices - Nature
WEBJun 13, 2018 · In-memory computing is an approach that attempts to address this issue by designing systems that compute within the memory, thus eliminating the energy-intensive and time-consuming data...
WEBMemory accesses become significantly more expensive than computation, posing a challenge for efficient scaling, known as the memory wall. Here, compute-in-memory (CIM) technologies offer a promising solution for accelerating AI inference by directly performing analog computations in memory, potentially …
In-memory computing with emerging nonvolatile memory devices
WEBNov 4, 2021 · In-memory computing represents a radical shift in the computer architecture that can address such problems by merging computing functions within the memory itself. In this article, we review the emerging nonvolatile memory devices, such as resistance-based and charge-based memory devices, that are explored for in …
In-Memory Computing: Advances and Prospects - IEEE Xplore
WEBIn-Memory Computing: Advances and Prospects. Abstract: IMC has the potential to address a critical and foundational challenge affecting computing platforms today -that is, the high energy and delay costs of moving data and accessing data from memory.
In-memory computing with emerging memory devices: Status …
WEBFeb 14, 2023 · In-memory computing (IMC) has emerged as a new computing paradigm able to alleviate or suppress the memory bottleneck, which is the major concern for energy efficiency and latency in modern digital computing.
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