A 2-dimensional Si nanodisk array structure for spiking neuron models

Takashi Morie; Yilai Sun; Haichao Liang; Makoto Igarashi; Chi Hsien Huang; Seiji Samukawa

doi:10.1109/ISCAS.2010.5537456

A 2-dimensional Si nanodisk array structure for spiking neuron models

Takashi Morie, Yilai Sun, Haichao Liang, Makoto Igarashi, Chi Hsien Huang, Seiji Samukawa

Innovative Energy Research Center

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

5 Citations (Scopus)

Abstract

Spiking neuron models, which simplify the biological neuron function, have attracted much attention recently in the fields of computational neuroscience and artificial neural networks. In these models, generation of post-synaptic potentials (PSPs) is an essential function. In this paper, we propose a new nanodevice structure using a nanodisk array connected to a MOSFET for spiking neuron models. The structure generates PSPs by taking advantage of the delay in electron hopping movement among nanodisks. The results of single-electron circuit simulation demonstrate the controllability of PSP shapes by a control gate placed over the nanodisk array.

Original language	English
Title of host publication	ISCAS 2010 - 2010 IEEE International Symposium on Circuits and Systems
Subtitle of host publication	Nano-Bio Circuit Fabrics and Systems
Pages	781-784
Number of pages	4
DOIs	https://doi.org/10.1109/ISCAS.2010.5537456
Publication status	Published - 2010 Aug 31
Event	2010 IEEE International Symposium on Circuits and Systems: Nano-Bio Circuit Fabrics and Systems, ISCAS 2010 - Paris, France Duration: 2010 May 30 → 2010 Jun 2

Publication series

Name	ISCAS 2010 - 2010 IEEE International Symposium on Circuits and Systems: Nano-Bio Circuit Fabrics and Systems

Other

Other	2010 IEEE International Symposium on Circuits and Systems: Nano-Bio Circuit Fabrics and Systems, ISCAS 2010
Country/Territory	France
City	Paris
Period	10/5/30 → 10/6/2

ASJC Scopus subject areas

Hardware and Architecture
Electrical and Electronic Engineering

Access to Document

10.1109/ISCAS.2010.5537456

Cite this

Morie, T., Sun, Y., Liang, H., Igarashi, M., Huang, C. H., & Samukawa, S. (2010). A 2-dimensional Si nanodisk array structure for spiking neuron models. In ISCAS 2010 - 2010 IEEE International Symposium on Circuits and Systems: Nano-Bio Circuit Fabrics and Systems (pp. 781-784). [5537456] (ISCAS 2010 - 2010 IEEE International Symposium on Circuits and Systems: Nano-Bio Circuit Fabrics and Systems). https://doi.org/10.1109/ISCAS.2010.5537456

A 2-dimensional Si nanodisk array structure for spiking neuron models. / Morie, Takashi; Sun, Yilai; Liang, Haichao et al.
ISCAS 2010 - 2010 IEEE International Symposium on Circuits and Systems: Nano-Bio Circuit Fabrics and Systems. 2010. p. 781-784 5537456 (ISCAS 2010 - 2010 IEEE International Symposium on Circuits and Systems: Nano-Bio Circuit Fabrics and Systems).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Morie, T, Sun, Y, Liang, H, Igarashi, M, Huang, CH & Samukawa, S 2010, A 2-dimensional Si nanodisk array structure for spiking neuron models. in ISCAS 2010 - 2010 IEEE International Symposium on Circuits and Systems: Nano-Bio Circuit Fabrics and Systems., 5537456, ISCAS 2010 - 2010 IEEE International Symposium on Circuits and Systems: Nano-Bio Circuit Fabrics and Systems, pp. 781-784, 2010 IEEE International Symposium on Circuits and Systems: Nano-Bio Circuit Fabrics and Systems, ISCAS 2010, Paris, France, 10/5/30. https://doi.org/10.1109/ISCAS.2010.5537456

Morie T, Sun Y, Liang H, Igarashi M, Huang CH, Samukawa S. A 2-dimensional Si nanodisk array structure for spiking neuron models. In ISCAS 2010 - 2010 IEEE International Symposium on Circuits and Systems: Nano-Bio Circuit Fabrics and Systems. 2010. p. 781-784. 5537456. (ISCAS 2010 - 2010 IEEE International Symposium on Circuits and Systems: Nano-Bio Circuit Fabrics and Systems). doi: 10.1109/ISCAS.2010.5537456

@inproceedings{6f918add9ce04e63a178f1c816cc0e7f,

title = "A 2-dimensional Si nanodisk array structure for spiking neuron models",

abstract = "Spiking neuron models, which simplify the biological neuron function, have attracted much attention recently in the fields of computational neuroscience and artificial neural networks. In these models, generation of post-synaptic potentials (PSPs) is an essential function. In this paper, we propose a new nanodevice structure using a nanodisk array connected to a MOSFET for spiking neuron models. The structure generates PSPs by taking advantage of the delay in electron hopping movement among nanodisks. The results of single-electron circuit simulation demonstrate the controllability of PSP shapes by a control gate placed over the nanodisk array.",

author = "Takashi Morie and Yilai Sun and Haichao Liang and Makoto Igarashi and Huang, {Chi Hsien} and Seiji Samukawa",

year = "2010",

month = aug,

day = "31",

doi = "10.1109/ISCAS.2010.5537456",

language = "English",

isbn = "9781424453085",

series = "ISCAS 2010 - 2010 IEEE International Symposium on Circuits and Systems: Nano-Bio Circuit Fabrics and Systems",

pages = "781--784",

booktitle = "ISCAS 2010 - 2010 IEEE International Symposium on Circuits and Systems",

note = "2010 IEEE International Symposium on Circuits and Systems: Nano-Bio Circuit Fabrics and Systems, ISCAS 2010 ; Conference date: 30-05-2010 Through 02-06-2010",

}

TY - GEN

T1 - A 2-dimensional Si nanodisk array structure for spiking neuron models

AU - Morie, Takashi

AU - Sun, Yilai

AU - Liang, Haichao

AU - Igarashi, Makoto

AU - Huang, Chi Hsien

AU - Samukawa, Seiji

PY - 2010/8/31

Y1 - 2010/8/31

N2 - Spiking neuron models, which simplify the biological neuron function, have attracted much attention recently in the fields of computational neuroscience and artificial neural networks. In these models, generation of post-synaptic potentials (PSPs) is an essential function. In this paper, we propose a new nanodevice structure using a nanodisk array connected to a MOSFET for spiking neuron models. The structure generates PSPs by taking advantage of the delay in electron hopping movement among nanodisks. The results of single-electron circuit simulation demonstrate the controllability of PSP shapes by a control gate placed over the nanodisk array.

AB - Spiking neuron models, which simplify the biological neuron function, have attracted much attention recently in the fields of computational neuroscience and artificial neural networks. In these models, generation of post-synaptic potentials (PSPs) is an essential function. In this paper, we propose a new nanodevice structure using a nanodisk array connected to a MOSFET for spiking neuron models. The structure generates PSPs by taking advantage of the delay in electron hopping movement among nanodisks. The results of single-electron circuit simulation demonstrate the controllability of PSP shapes by a control gate placed over the nanodisk array.

UR - http://www.scopus.com/inward/record.url?scp=77956009105&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=77956009105&partnerID=8YFLogxK

U2 - 10.1109/ISCAS.2010.5537456

DO - 10.1109/ISCAS.2010.5537456

M3 - Conference contribution

AN - SCOPUS:77956009105

SN - 9781424453085

T3 - ISCAS 2010 - 2010 IEEE International Symposium on Circuits and Systems: Nano-Bio Circuit Fabrics and Systems

SP - 781

EP - 784

BT - ISCAS 2010 - 2010 IEEE International Symposium on Circuits and Systems

T2 - 2010 IEEE International Symposium on Circuits and Systems: Nano-Bio Circuit Fabrics and Systems, ISCAS 2010

Y2 - 30 May 2010 through 2 June 2010

ER -

A 2-dimensional Si nanodisk array structure for spiking neuron models

Abstract

Publication series

Other

ASJC Scopus subject areas

Access to Document

Other files and links

Fingerprint

Cite this