A survey and implementation on neural network visualization

Yin Chung Leung, Jui Hung Chang, Ren Hung Hwang

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

With the rising demand of learning neural network technology and analysis in recent years, how to diffuse the knowledge from sophisticated researchers to the general audience has become an essential issue. We have conducted a short survey on neural network visualization. Regarding the problem that existing tools for the neural network development provide limited visualization for model editing, we have implemented an easy-to-use neural network development platform prototype with full visualization on both model designing and results analysis. Users can now design, edit and analyze in a user-friendly browser-based environment, while training the model on one-click running through the webgenerated program.

Original languageEnglish
Title of host publicationProceedings - 2018 15th International Symposium on Pervasive Systems, Algorithms and Networks, I-SPAN 2018
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages107-112
Number of pages6
ISBN (Electronic)9781538685341
DOIs
StatePublished - 2 Jul 2018
Event15th International Symposium on Pervasive Systems, Algorithms and Networks, I-SPAN 2018 - Yichang, China
Duration: 16 Oct 201818 Oct 2018

Publication series

NameProceedings - 2018 15th International Symposium on Pervasive Systems, Algorithms and Networks, I-SPAN 2018

Conference

Conference15th International Symposium on Pervasive Systems, Algorithms and Networks, I-SPAN 2018
Country/TerritoryChina
CityYichang
Period16/10/1818/10/18

Keywords

  • Big data
  • Deep learning
  • Education
  • Machine learning
  • User interface
  • Visualization

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