Analytic Study of Complex Fractional Tsallis' Entropy with Applications in CNNs

Rabha W. Ibrahim, Maslina Darus

Research output: Contribution to journalArticle

2 Citations (Scopus)

Abstract

In this paper, we study Tsallis' fractional entropy (TFE) in a complex domain by applying the definition of the complex probability functions. We study the upper and lower bounds of TFE based on some special functions. Moreover, applications in complex neural networks (CNNs) are illustrated to recognize the accuracy of CNNs.

Original languageEnglish
Article number722
JournalEntropy
Volume20
Issue number10
DOIs
Publication statusPublished - 1 Oct 2018

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Keywords

  • Analytic function
  • CNNs
  • Fractional calculus
  • Fractional entropy
  • Fractional operator
  • Unit disk

ASJC Scopus subject areas

  • Physics and Astronomy(all)

Cite this

Analytic Study of Complex Fractional Tsallis' Entropy with Applications in CNNs. / Ibrahim, Rabha W.; Darus, Maslina.

In: Entropy, Vol. 20, No. 10, 722, 01.10.2018.

Research output: Contribution to journalArticle

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