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Integrated circuit with memristor emulator array and neuron circuits for neuromorphic pattern recognition

  • Rajeev Ranjan
  • , Alexandros Kyrmanidis
  • , Wolf Lukas Hellweg
  • , Pablo Mendoza Ponce
  • , Lait Abu Saleh
  • , Dietmar Schroeder
  • , Wolfgang H. Krautschneider

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

5 Scopus citations

Abstract

This paper details an array of switch resistor based memristor emulators with integrate & fire based neuron ASIC for the development of memristor based pattern recognition. The designed ASIC has 4 memristor emulators with a conductance range from 195 nS to 190 uS; processing has been planned to be off-chip to get the freedom of programmability of any function in ASIC. The ASIC has 2 integrate and fire (I & F) neuron circuits which are planned to be used in conjunction with memristors in a large multiple chip network for pattern recognition. This paper explains the memristor emulator, I & F neurons and an algorithm of pattern recognition simulated in Ltspice. The ASIC has been fabricated in AMS 350nm process.

Original languageEnglish
Title of host publication2016 39th International Conference on Telecommunications and Signal Processing, TSP 2016
EditorsNorbert Herencsar
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages265-268
Number of pages4
ISBN (Electronic)9781509012886
DOIs
StatePublished - 28 Nov 2016
Externally publishedYes
Event39th International Conference on Telecommunications and Signal Processing, TSP 2016 - Vienna, Austria
Duration: 27 Jun 201629 Jun 2016

Publication series

Name2016 39th International Conference on Telecommunications and Signal Processing, TSP 2016

Conference

Conference39th International Conference on Telecommunications and Signal Processing, TSP 2016
Country/TerritoryAustria
CityVienna
Period27/06/1629/06/16

Keywords

  • ASIC
  • Emulator
  • Memristor
  • Neuron
  • Pattern recognition

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