Domain Wall Memory-Based Design of Deep Neural Network Convolutional Layers

Domain Wall Memory-Based Design of Deep Neural Network Convolutional Layers

In the hardware implementation of deep learning algorithms such as, convolutional neural networks (CNNs) and binarized neural networks (BNNs), multiple dot products and memories for storing parameters take a significant portion of area and power consumption. In this paper, we propose a domain wall m...

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Bibliographic Details
Main Authors: Jinil Chung, Woong Choi, Jongsun Park, Swaroop Ghosh
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Binarized neural network
convolutional neural network
deep neural network
domain wall memory
Online Access:https://ieeexplore.ieee.org/document/8963965/

Internet

https://ieeexplore.ieee.org/document/8963965/

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