Impact of Integrated Circuit Packaging on Synaptic Dynamics of Memristive Devices

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

The memristor can be used as non volatile memory (NVM) and for emulating neuron behavior. It has the ability to switch between low resistance R on and high resistance values R off, and exhibit the synaptic dynamic behaviour such as potentiation and depression. This paper presents a study on potentiation and depression of memristors in Quad Flat Pack. A comparison is drawn between the memristors with and without the impact of parasitics of packaging, using measured data and equivalent circuit models. The parameters in memristor and packaging models for the SPICE simulations were determined using measured data to reflect the memristor parasitics in Quad Flat Packs.

Original languageEnglish
Title of host publicationIEEE Electrical Design of Advanced Packaging and Systems Symposium, EDAPS 2018
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781538665923
DOIs
Publication statusPublished - Apr 2 2019
Event2018 IEEE Electrical Design of Advanced Packaging and Systems Symposium, EDAPS 2018 - Chandigarh, India
Duration: Dec 16 2018Dec 18 2018

Publication series

NameIEEE Electrical Design of Advanced Packaging and Systems Symposium, EDAPS 2018

Conference

Conference2018 IEEE Electrical Design of Advanced Packaging and Systems Symposium, EDAPS 2018
CountryIndia
CityChandigarh
Period12/16/1812/18/18

Fingerprint

Memristors
Integrated circuits
Packaging
SPICE
Equivalent circuits
Neurons
Switches
Data storage equipment

Keywords

  • IC package
  • Memristors
  • Quad Flat Pack
  • Synaptic Dynamics

ASJC Scopus subject areas

  • Electrical and Electronic Engineering

Cite this

Irmanova, A., Ellis, G. A., & James Pappachen, A. (2019). Impact of Integrated Circuit Packaging on Synaptic Dynamics of Memristive Devices. In IEEE Electrical Design of Advanced Packaging and Systems Symposium, EDAPS 2018 [8680861] (IEEE Electrical Design of Advanced Packaging and Systems Symposium, EDAPS 2018). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/EDAPS.2018.8680861

Impact of Integrated Circuit Packaging on Synaptic Dynamics of Memristive Devices. / Irmanova, Aidana; Ellis, Grant A.; James Pappachen, Alex.

IEEE Electrical Design of Advanced Packaging and Systems Symposium, EDAPS 2018. Institute of Electrical and Electronics Engineers Inc., 2019. 8680861 (IEEE Electrical Design of Advanced Packaging and Systems Symposium, EDAPS 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Irmanova, A, Ellis, GA & James Pappachen, A 2019, Impact of Integrated Circuit Packaging on Synaptic Dynamics of Memristive Devices. in IEEE Electrical Design of Advanced Packaging and Systems Symposium, EDAPS 2018., 8680861, IEEE Electrical Design of Advanced Packaging and Systems Symposium, EDAPS 2018, Institute of Electrical and Electronics Engineers Inc., 2018 IEEE Electrical Design of Advanced Packaging and Systems Symposium, EDAPS 2018, Chandigarh, India, 12/16/18. https://doi.org/10.1109/EDAPS.2018.8680861
Irmanova A, Ellis GA, James Pappachen A. Impact of Integrated Circuit Packaging on Synaptic Dynamics of Memristive Devices. In IEEE Electrical Design of Advanced Packaging and Systems Symposium, EDAPS 2018. Institute of Electrical and Electronics Engineers Inc. 2019. 8680861. (IEEE Electrical Design of Advanced Packaging and Systems Symposium, EDAPS 2018). https://doi.org/10.1109/EDAPS.2018.8680861
Irmanova, Aidana ; Ellis, Grant A. ; James Pappachen, Alex. / Impact of Integrated Circuit Packaging on Synaptic Dynamics of Memristive Devices. IEEE Electrical Design of Advanced Packaging and Systems Symposium, EDAPS 2018. Institute of Electrical and Electronics Engineers Inc., 2019. (IEEE Electrical Design of Advanced Packaging and Systems Symposium, EDAPS 2018).
@inproceedings{91326033b2e74beca0fc6774e7b18840,
title = "Impact of Integrated Circuit Packaging on Synaptic Dynamics of Memristive Devices",
abstract = "The memristor can be used as non volatile memory (NVM) and for emulating neuron behavior. It has the ability to switch between low resistance R on and high resistance values R off, and exhibit the synaptic dynamic behaviour such as potentiation and depression. This paper presents a study on potentiation and depression of memristors in Quad Flat Pack. A comparison is drawn between the memristors with and without the impact of parasitics of packaging, using measured data and equivalent circuit models. The parameters in memristor and packaging models for the SPICE simulations were determined using measured data to reflect the memristor parasitics in Quad Flat Packs.",
keywords = "IC package, Memristors, Quad Flat Pack, Synaptic Dynamics",
author = "Aidana Irmanova and Ellis, {Grant A.} and {James Pappachen}, Alex",
year = "2019",
month = "4",
day = "2",
doi = "10.1109/EDAPS.2018.8680861",
language = "English",
series = "IEEE Electrical Design of Advanced Packaging and Systems Symposium, EDAPS 2018",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
booktitle = "IEEE Electrical Design of Advanced Packaging and Systems Symposium, EDAPS 2018",
address = "United States",

}

TY - GEN

T1 - Impact of Integrated Circuit Packaging on Synaptic Dynamics of Memristive Devices

AU - Irmanova, Aidana

AU - Ellis, Grant A.

AU - James Pappachen, Alex

PY - 2019/4/2

Y1 - 2019/4/2

N2 - The memristor can be used as non volatile memory (NVM) and for emulating neuron behavior. It has the ability to switch between low resistance R on and high resistance values R off, and exhibit the synaptic dynamic behaviour such as potentiation and depression. This paper presents a study on potentiation and depression of memristors in Quad Flat Pack. A comparison is drawn between the memristors with and without the impact of parasitics of packaging, using measured data and equivalent circuit models. The parameters in memristor and packaging models for the SPICE simulations were determined using measured data to reflect the memristor parasitics in Quad Flat Packs.

AB - The memristor can be used as non volatile memory (NVM) and for emulating neuron behavior. It has the ability to switch between low resistance R on and high resistance values R off, and exhibit the synaptic dynamic behaviour such as potentiation and depression. This paper presents a study on potentiation and depression of memristors in Quad Flat Pack. A comparison is drawn between the memristors with and without the impact of parasitics of packaging, using measured data and equivalent circuit models. The parameters in memristor and packaging models for the SPICE simulations were determined using measured data to reflect the memristor parasitics in Quad Flat Packs.

KW - IC package

KW - Memristors

KW - Quad Flat Pack

KW - Synaptic Dynamics

UR - http://www.scopus.com/inward/record.url?scp=85064716322&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85064716322&partnerID=8YFLogxK

U2 - 10.1109/EDAPS.2018.8680861

DO - 10.1109/EDAPS.2018.8680861

M3 - Conference contribution

T3 - IEEE Electrical Design of Advanced Packaging and Systems Symposium, EDAPS 2018

BT - IEEE Electrical Design of Advanced Packaging and Systems Symposium, EDAPS 2018

PB - Institute of Electrical and Electronics Engineers Inc.

ER -