A Ferroelectric Tunnel Junction-based Integrate-and-Fire Neuron

Publikation: Beitrag in Buch/Konferenzbericht/Sammelband/GutachtenBeitrag in KonferenzbandBeigetragenBegutachtung

Beitragende

  • P. Gibertini - , NaMLab - Nanoelectronic materials laboratory gGmbH (Autor:in)
  • L. Fehlings - , NaMLab - Nanoelectronic materials laboratory gGmbH (Autor:in)
  • Suzanne Lancaster - , NaMLab - Nanoelectronic materials laboratory gGmbH (Autor:in)
  • Q. T. Duong - , NaMLab - Nanoelectronic materials laboratory gGmbH (Autor:in)
  • T. Mikolajick - , Professur für Nanoelektronik, NaMLab - Nanoelectronic materials laboratory gGmbH (Autor:in)
  • C. Dubourdieu - , Helmholtz-Zentrum Berlin für Materialien und Energie (HZB), Freie Universität (FU) Berlin (Autor:in)
  • S. Slesazeck - , NaMLab - Nanoelectronic materials laboratory gGmbH (Autor:in)
  • E. Covi - , NaMLab - Nanoelectronic materials laboratory gGmbH (Autor:in)
  • V. Deshpande - , Helmholtz-Zentrum Berlin für Materialien und Energie (HZB) (Autor:in)

Abstract

Event-based neuromorphic systems provide a low-power solution by using artificial neurons and synapses to process data asynchronously in the form of spikes. Ferroelectric Tunnel Junctions (FTJs) are ultra low-power memory devices and are well-suited to be integrated in these systems. Here, we present a hybrid FTJ-CMOS Integrate-and-Fire neuron which constitutes a fundamental building block for new-generation neuromorphic networks for edge computing. We demonstrate electrically tunable neural dynamics achievable by tuning the switching of the FTJ device.

Details

OriginalspracheEnglisch
Titel2022 29th IEEE International Conference on Electronics, Circuits and Systems (ICECS)
ErscheinungsortGlasgow
Herausgeber (Verlag)Institute of Electrical and Electronics Engineers (IEEE)
Seiten1-4
ISBN (elektronisch)9781665488235
ISBN (Print)978-1-6654-8824-2
PublikationsstatusVeröffentlicht - 2022
Peer-Review-StatusJa

Publikationsreihe

ReiheIEEE International Conference on Electronics, Circuits and Systems (ICECS)

Konferenz

Titel29th IEEE International Conference on Electronics, Circuits and Systems
KurztitelICECS 2022
Veranstaltungsnummer29
Dauer24 - 26 Oktober 2022
Webseite
OrtUniversity of Strathclyde
StadtGlasgow
LandGroßbritannien/Vereinigtes Königreich

Externe IDs

dblp conf/icecsys/GibertiniFLDMDS22
ORCID /0000-0003-3814-0378/work/142256250