GUINNESS: A GUI Based Binarized Deep Neural Network Framework for Software Programmers

Author:

NAKAHARA Hiroki1,YONEKAWA Haruyoshi1,FUJII Tomoya1,SHIMODA Masayuki1,SATO Shimpei1

Affiliation:

1. Department of Information and Communications Engineering, Tokyo Institute of Technology

Publisher

Institute of Electronics, Information and Communications Engineers (IEICE)

Subject

Artificial Intelligence,Electrical and Electronic Engineering,Computer Vision and Pattern Recognition,Hardware and Architecture,Software

Reference38 articles.

1. [1] U. Aydonat, S. O'Connell, D. Capalija, A.C. Ling, and G.R. Chiu, “An OpenCL deep learning accelerator on Arria10,” FPGA, pp.55-64, 2017. 10.1145/3020078.3021738

2. [2] Caffe, Deep learning framework, http://caffe.berkeleyvision.org/

3. [3] Chainer, A powerful, flexible, and intuitive framework of neural networks, http://chainer.org/

4. [4] The CIFAR-10 data set, http://www.cs.toronto.edu/~kriz/cifar.html

5. [5] M. Courbariaux, I. Hubara, D. Soudry, R.E. Yaniv, and Y. Bengio, “Binarized neural networks: Training deep neural networks with weights and activations constrained to +1 or -1,” Computer Research Repository (CoRR), March 2016, http://arxiv.org/pdf/1602.02830v3.pdf

Cited by 16 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. RVCar: An FPGA-Based Simple and Open-Source Mini Motor Car System with a RISC-V Soft Processor;IEICE Transactions on Information and Systems;2022-12-01

2. On (in)Security of Edge-based Machine Learning Against Electromagnetic Side-channels;2022 IEEE International Symposium on Electromagnetic Compatibility & Signal/Power Integrity (EMCSI);2022-08-01

3. Hierarchical hardware trojan for LUT‐based AI devices and its evaluation;Electronics and Communications in Japan;2022-02-16

4. Hardware-oriented Algorithm for Human Detection using GMM-MRCoHOG Features;Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications;2022

5. Microcontroller architecture for industrial cyber-physical systems;PROCEEDINGS OF THE 16TH INTERNATIONAL CONFERENCE ON INDUSTRIAL MANUFACTURING AND METALLURGY (ICIMM 2021);2022

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3