A Review of Binarized Neural Networks

A Review of Binarized Neural Networks

In this work, we review Binarized Neural Networks (BNNs). BNNs are deep neural networks that use binary values for activations and weights, instead of full precision values. With binary values, BNNs can execute computations using bitwise operations, which reduces execution time. Model sizes of BNNs...

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Bibliographic Details
Main Authors:	Taylor Simons, Dah-Jye Lee
Format:	Article
Language:	English
Published:	MDPI AG 2019-06-01
Series:	Electronics
Subjects:	Binarized Neural Networks Deep Neural Networks deep learning FPGA digital design deep neural network compression
Online Access:	https://www.mdpi.com/2079-9292/8/6/661

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