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 contribution

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
Publication statusPublished - 2019 Feb 5
Event15th International Symposium on Pervasive Systems, Algorithms and Networks, I-SPAN 2018 - Yichang, China
Duration: 2018 Oct 162018 Oct 18

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
CountryChina
CityYichang
Period18-10-1618-10-18

Fingerprint

Visualization
Neural networks
Network development

All Science Journal Classification (ASJC) codes

  • Computer Networks and Communications
  • Computer Science Applications
  • Hardware and Architecture
  • Information Systems
  • Information Systems and Management
  • Safety, Risk, Reliability and Quality
  • Media Technology

Cite this

Leung, Y. C., Chang, J-H., & Hwang, R. H. (2019). A survey and implementation on neural network visualization. In Proceedings - 2018 15th International Symposium on Pervasive Systems, Algorithms and Networks, I-SPAN 2018 (pp. 107-112). [8636281] (Proceedings - 2018 15th International Symposium on Pervasive Systems, Algorithms and Networks, I-SPAN 2018). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/I-SPAN.2018.00026
Leung, Yin Chung ; Chang, Jui-Hung ; Hwang, Ren Hung. / A survey and implementation on neural network visualization. Proceedings - 2018 15th International Symposium on Pervasive Systems, Algorithms and Networks, I-SPAN 2018. Institute of Electrical and Electronics Engineers Inc., 2019. pp. 107-112 (Proceedings - 2018 15th International Symposium on Pervasive Systems, Algorithms and Networks, I-SPAN 2018).
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Leung, YC, Chang, J-H & Hwang, RH 2019, A survey and implementation on neural network visualization. in Proceedings - 2018 15th International Symposium on Pervasive Systems, Algorithms and Networks, I-SPAN 2018., 8636281, Proceedings - 2018 15th International Symposium on Pervasive Systems, Algorithms and Networks, I-SPAN 2018, Institute of Electrical and Electronics Engineers Inc., pp. 107-112, 15th International Symposium on Pervasive Systems, Algorithms and Networks, I-SPAN 2018, Yichang, China, 18-10-16. https://doi.org/10.1109/I-SPAN.2018.00026

A survey and implementation on neural network visualization. / Leung, Yin Chung; Chang, Jui-Hung; Hwang, Ren Hung.

Proceedings - 2018 15th International Symposium on Pervasive Systems, Algorithms and Networks, I-SPAN 2018. Institute of Electrical and Electronics Engineers Inc., 2019. p. 107-112 8636281 (Proceedings - 2018 15th International Symposium on Pervasive Systems, Algorithms and Networks, I-SPAN 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Leung YC, Chang J-H, Hwang RH. A survey and implementation on neural network visualization. In Proceedings - 2018 15th International Symposium on Pervasive Systems, Algorithms and Networks, I-SPAN 2018. Institute of Electrical and Electronics Engineers Inc. 2019. p. 107-112. 8636281. (Proceedings - 2018 15th International Symposium on Pervasive Systems, Algorithms and Networks, I-SPAN 2018). https://doi.org/10.1109/I-SPAN.2018.00026