Nature Communications (Jun 2022)

Neuromorphic object localization using resistive memories and ultrasonic transducers

  • Filippo Moro,
  • Emmanuel Hardy,
  • Bruno Fain,
  • Thomas Dalgaty,
  • Paul Clémençon,
  • Alessio De Prà,
  • Eduardo Esmanhotto,
  • Niccolò Castellani,
  • François Blard,
  • François Gardien,
  • Thomas Mesquida,
  • François Rummens,
  • David Esseni,
  • Jérôme Casas,
  • Giacomo Indiveri,
  • Melika Payvand,
  • Elisa Vianello

DOI
https://doi.org/10.1038/s41467-022-31157-y
Journal volume & issue
Vol. 13, no. 1
pp. 1 – 13

Abstract

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The real-world object localization application needs a low-latency and power efficient computing system. Here, Moro et al. demonstrate a neuromorphic in-memory event driven system, inspired by the barn owl’s neuroanatomy, which is orders of magnitude more energy efficient than microcontrollers.