An unsupervised and probabilistic approach to Pavlov's dog experiment with OxRAM devices

Research output: Contribution to journalArticleResearchpeer-review

Abstract

In this work, a potential basis for implementing unsupervised associative learning in two or more memristors within neuromorphic architectures is proposed. The experimental demonstration is carried out by means of emulating the Pavlov's dog classical conditioning experiment with two OxRAM devices, in which the dependence of the probability of association on test parameters, such as the pulse amplitude, is studied.

Original languageEnglish
Article number111024
Number of pages4
JournalMicroelectronic Engineering
Volume215
Publication statusPublished - 15 Jul 2019

Keywords

  • Associative learning
  • Memristors
  • Neuromorphic
  • OxRAM
  • Unsupervised learning

Fingerprint

Dive into the research topics of 'An unsupervised and probabilistic approach to Pavlov's dog experiment with OxRAM devices'. Together they form a unique fingerprint.

Cite this