Memristive Devices for Time Domain Compute-in-Memory

Analog compute schemes and compute-in-memory (CIM) have emerged in an effort to reduce the increasing power hunger of convolutional neural networks (CNNs), which exceeds the constraints of edge devices. Memristive device types are a relatively new offering with interesting opportunities for unexplor...

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Bibliographic Details
Main Authors: Florian Freye, Jie Lou, Christopher Bengel, Stephan Menzel, Stefan Wiefels, Tobias Gemmeke
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Journal on Exploratory Solid-State Computational Devices and Circuits
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9930136/