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Self-reconfigurable multifunctional memristive nociceptor for intelligent robotics

  • Shengbo Wang
  • , Mingchao Fang
  • , Lekai Song
  • , Cong Li
  • , Jian Zhang
  • , Arokia Nathan
  • , Guohua Hu
  • , Shuo Gao*
  • *Corresponding author for this work
  • Beihang University
  • Tsinghua University
  • Chinese University of Hong Kong
  • Shandong University
  • University of Cambridge

Research output: Contribution to journalArticlepeer-review

Abstract

Artificial nociceptors, mimicking human-like stimuli perception, are of significance for intelligent robotics to work in hazardous and dynamic scenarios. One of the most essential characteristics of the human nociceptor is its self-adjustable attribute, which indicates that the threshold of determination of a potentially hazardous stimulus relies on environmental knowledge. This critical attribute has been currently omitted, but it is highly desired for artificial nociceptors. Inspired by these shortcomings, this article presents, for the first time, a self-directed channel memristor-based self-reconfigurable nociceptor, capable of perceiving hazardous pressure stimuli under different temperatures and demonstrates key features of tactile nociceptors, including ‘threshold,’ ‘no-adaptation,’ and ‘sensitization.’ The maximum amplification of hazardous external stimuli is 1000%, and its response characteristics dynamically adapt to current temperature conditions by automatically altering the generated modulation schemes for the memristor. The maximum difference ratio of the response of memristors at different temperatures is 500%, and this adaptability closely mimics the functions of biological tactile nociceptors, resulting in accurate danger perception in various conditions. Beyond temperature adaptation, this memristor-based nociceptor has the potential to integrate different sensory modalities by applying various sensors, thereby achieving human-like perception capabilities in real-world environments.

Original languageEnglish
Article number044007
JournalNeuromorphic Computing and Engineering
Volume4
Issue number4
DOIs
StatePublished - 1 Dec 2024

Keywords

  • memristor
  • nociceptor
  • robotics

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