FPGA-Based Memristor Emulator Circuit for Binary Convolutional Neural Networks

FPGA-Based Memristor Emulator Circuit for Binary Convolutional Neural Networks

Binary convolutional neural networks (BCNN) have been proposed in the literature for resource-constrained IoTs nodes and mobile computing devices. Such computing platforms have strict constraints on the power budget, system performance, processing and memory capabilities. Nonetheless, the platforms...

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Bibliographic Details
Main Authors: Mohammed F. Tolba, Yasmin Halawani, Hani Saleh, Baker Mohammad, Mahmoud Al-Qutayri
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Memristor
BCNN
IP core
in-memory computing
FPGA
XNOR
Online Access:https://ieeexplore.ieee.org/document/9123392/

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