Nature Communications (Dec 2017)

Reservoir computing using dynamic memristors for temporal information processing

  • Chao Du,
  • Fuxi Cai,
  • Mohammed A. Zidan,
  • Wen Ma,
  • Seung Hwan Lee,
  • Wei D. Lu

DOI
https://doi.org/10.1038/s41467-017-02337-y
Journal volume & issue
Vol. 8, no. 1
pp. 1 – 10

Abstract

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Reservoir computing facilitates the projection of temporal input signals onto a high-dimensional feature space via a dynamic system, known as the reservoir. Du et al. realise this concept using metal-oxide-based memristors with short-term memory to perform digit recognition tasks and solve non-linear problems.