Nature Communications (Oct 2018)

A hardware Markov chain algorithm realized in a single device for machine learning

  • He Tian,
  • Xue-Feng Wang,
  • Mohammad Ali Mohammad,
  • Guang-Yang Gou,
  • Fan Wu,
  • Yi Yang,
  • Tian-Ling Ren

DOI
https://doi.org/10.1038/s41467-018-06644-w
Journal volume & issue
Vol. 9, no. 1
pp. 1 – 11

Abstract

Read online

Despite the need to develop resistive random access memory (RRAM) devices for machine learning, RRAM array-based hardware methods for algorithm require external electronics. Here, the authors realize a Markov chain algorithm in a single 2D multilayer SnSe device without external electronics.