A Systematic Literature Review on Binary Neural Networks

A Systematic Literature Review on Binary Neural Networks

This paper presents an extensive literature review on Binary Neural Network (BNN). BNN utilizes binary weights and activation function parameters to substitute the full-precision values. In digital implementations, BNN replaces the complex calculations of Convolutional Neural Networks (CNNs) with si...

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Bibliographic Details
Main Authors: Ratshih Sayed, Haytham Azmi, Heba Shawkey, A. H. Khalil, Mohamed Refky
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Binary neural network
convolutional neural network
deep learning
optimization approaches
quantization
systematic literature review
Online Access:https://ieeexplore.ieee.org/document/10072399/

Internet

https://ieeexplore.ieee.org/document/10072399/

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