Framework for In-Memory Computing Based on Memristor and Memcapacitor for On-Chip Training

Framework for In-Memory Computing Based on Memristor and Memcapacitor for On-Chip Training

Memristive crossbar arrays have gained considerable attention from researchers to perform analog in-memory vector-matrix multiplications in machine learning accelerators with low power and constant computational time. This work introduces a comprehensive framework for co-designing the software and h...

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Bibliographic Details
Main Authors: Ankur Singh, Byung-Geun Lee
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Compute-in-memory
memristor
TIOX
memcapacitor
deep neural network
neuromorphic system
Online Access:https://ieeexplore.ieee.org/document/10285060/

Internet

https://ieeexplore.ieee.org/document/10285060/

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