Euphrates: Algorithm-SoC Co-Design for Low-Power Mobile Continuous Vision

Continuous computer vision (CV) tasks increasingly rely on convolutional neural networks (CNN). However, CNNs have massive compute demands that far exceed the performance and energy constraints of mobile devices. In this paper, we propose and develop an algorithm-architecture co-designed system, Eup...

Full description

Bibliographic Details

Published in:	Proceedings - International Symposium on Computer Architecture pp. 547 - 560
Main Authors:	Zhu, Yuhao, Samajdar, Anand, Mattina, Matthew, Whatmough, Paul
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.06.2018
Subjects:	Cameras Computer architecture Computer Vision Engines Extrapolation ISP Microsoft Windows Mobile Computing Neural Network Two dimensional displays
ISSN:	2575-713X
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!