MULTINOMIAL CONJUNCTOID STATISTICAL LEARNING MACHINES.

Yoshiyasu Takefuji, Robert Jannarone, Yong B. Cho, Tatung Chen

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

Abstract

A statistical learning model called the multinomial conjunctoid is reviewed. Multinomial conjunctoids are based on a well-developed, statistical-decision-theory framework, which guarantees that conjunctoid learning will converge to optimal states over learning trials and the learning will be fast during these trials. In addition, a prototype multinomial conjunctoid module based on CMOS VLSI technology is introduced.

Original languageEnglish
Title of host publicationUnknown Host Publication Title
PublisherIEEE
Pages12-17
Number of pages6
ISBN (Print)0818608617
Publication statusPublished - 1988
Externally publishedYes

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Decision theory
Learning systems

ASJC Scopus subject areas

  • Engineering(all)

Cite this

Takefuji, Y., Jannarone, R., Cho, Y. B., & Chen, T. (1988). MULTINOMIAL CONJUNCTOID STATISTICAL LEARNING MACHINES. In Unknown Host Publication Title (pp. 12-17). IEEE.

MULTINOMIAL CONJUNCTOID STATISTICAL LEARNING MACHINES. / Takefuji, Yoshiyasu; Jannarone, Robert; Cho, Yong B.; Chen, Tatung.

Unknown Host Publication Title. IEEE, 1988. p. 12-17.

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

Takefuji, Y, Jannarone, R, Cho, YB & Chen, T 1988, MULTINOMIAL CONJUNCTOID STATISTICAL LEARNING MACHINES. in Unknown Host Publication Title. IEEE, pp. 12-17.
Takefuji Y, Jannarone R, Cho YB, Chen T. MULTINOMIAL CONJUNCTOID STATISTICAL LEARNING MACHINES. In Unknown Host Publication Title. IEEE. 1988. p. 12-17
Takefuji, Yoshiyasu ; Jannarone, Robert ; Cho, Yong B. ; Chen, Tatung. / MULTINOMIAL CONJUNCTOID STATISTICAL LEARNING MACHINES. Unknown Host Publication Title. IEEE, 1988. pp. 12-17
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