Neuromorphic hybrid systems based on polarizable thin film-coated silicon nanowire field-effect transistors

Luis Antonio Panes-Ruiz; Bergoi Ibarlucea; Eunhye Baek; Sang Wook Park; Chang Ki Baek; Xinliang Feng; Gianaurelio Cuniberti

doi:10.1109/CNNA49188.2021.9610819

Neuromorphic hybrid systems based on polarizable thin film-coated silicon nanowire field-effect transistors

Luis Antonio Panes-Ruiz
, Bergoi Ibarlucea
, Eunhye Baek
, Sang Wook Park
, Chang Ki Baek
, Xinliang Feng
, Gianaurelio Cuniberti

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

Abstract

We present two approaches for the development of hybrid neurotransistors based on the combination of polarizable thin films on silicon nanowires field-effect transistors for the emulation of signal processing by neurons. The polarizing properties of the films coming from the ion redistribution under bias voltage provide the systems with a memristive behavior needed to achieve the neuronal intrinsic plasticity using ionic migration in the neuron membrane at a hardware level.

Original language	English
Title of host publication	2021 17th International Workshop on Cellular Nanoscale Networks and their Applications, CNNA 2021
Publisher	IEEE Computer Society
ISBN (Electronic)	9781665439480
DOIs	https://doi.org/10.1109/CNNA49188.2021.9610819
Publication status	Published - 2021
Externally published	Yes
Event	17th International Workshop on Cellular Nanoscale Networks and their Applications, CNNA 2021 - Catania, Italy Duration: 29 Sept 2021 → 1 Oct 2021

Publication series

Name	International Workshop on Cellular Nanoscale Networks and their Applications
Volume	2021-September
ISSN (Print)	2165-0160
ISSN (Electronic)	2165-0179

Conference

Conference	17th International Workshop on Cellular Nanoscale Networks and their Applications, CNNA 2021
Country/Territory	Italy
City	Catania
Period	29/09/21 → 1/10/21

Keywords

BECOFs
neuromorphic architecture
silicon nanowire field-effect transistor
sol-gel
thin films

Access to Document

10.1109/CNNA49188.2021.9610819

Cite this

Panes-Ruiz, L. A., Ibarlucea, B., Baek, E., Park, S. W., Baek, C. K., Feng, X., & Cuniberti, G. (2021). Neuromorphic hybrid systems based on polarizable thin film-coated silicon nanowire field-effect transistors. In 2021 17th International Workshop on Cellular Nanoscale Networks and their Applications, CNNA 2021 (International Workshop on Cellular Nanoscale Networks and their Applications; Vol. 2021-September). IEEE Computer Society. https://doi.org/10.1109/CNNA49188.2021.9610819

Panes-Ruiz, Luis Antonio ; Ibarlucea, Bergoi ; Baek, Eunhye et al. / Neuromorphic hybrid systems based on polarizable thin film-coated silicon nanowire field-effect transistors. 2021 17th International Workshop on Cellular Nanoscale Networks and their Applications, CNNA 2021. IEEE Computer Society, 2021. (International Workshop on Cellular Nanoscale Networks and their Applications).

@inproceedings{ad96ae3654074df0888f4caa7696458e,

title = "Neuromorphic hybrid systems based on polarizable thin film-coated silicon nanowire field-effect transistors",

abstract = "We present two approaches for the development of hybrid neurotransistors based on the combination of polarizable thin films on silicon nanowires field-effect transistors for the emulation of signal processing by neurons. The polarizing properties of the films coming from the ion redistribution under bias voltage provide the systems with a memristive behavior needed to achieve the neuronal intrinsic plasticity using ionic migration in the neuron membrane at a hardware level.",

keywords = "BECOFs, neuromorphic architecture, silicon nanowire field-effect transistor, sol-gel, thin films",

author = "Panes-Ruiz, \{Luis Antonio\} and Bergoi Ibarlucea and Eunhye Baek and Park, \{Sang Wook\} and Baek, \{Chang Ki\} and Xinliang Feng and Gianaurelio Cuniberti",

note = "Publisher Copyright: {\textcopyright} 2021 IEEE.; 17th International Workshop on Cellular Nanoscale Networks and their Applications, CNNA 2021 ; Conference date: 29-09-2021 Through 01-10-2021",

year = "2021",

doi = "10.1109/CNNA49188.2021.9610819",

language = "English",

series = "International Workshop on Cellular Nanoscale Networks and their Applications",

publisher = "IEEE Computer Society",

booktitle = "2021 17th International Workshop on Cellular Nanoscale Networks and their Applications, CNNA 2021",

address = "United States",

}

Panes-Ruiz, LA, Ibarlucea, B, Baek, E, Park, SW, Baek, CK, Feng, X & Cuniberti, G 2021, Neuromorphic hybrid systems based on polarizable thin film-coated silicon nanowire field-effect transistors. in 2021 17th International Workshop on Cellular Nanoscale Networks and their Applications, CNNA 2021. International Workshop on Cellular Nanoscale Networks and their Applications, vol. 2021-September, IEEE Computer Society, 17th International Workshop on Cellular Nanoscale Networks and their Applications, CNNA 2021, Catania, Italy, 29/09/21. https://doi.org/10.1109/CNNA49188.2021.9610819

Neuromorphic hybrid systems based on polarizable thin film-coated silicon nanowire field-effect transistors. / Panes-Ruiz, Luis Antonio; Ibarlucea, Bergoi; Baek, Eunhye et al.
2021 17th International Workshop on Cellular Nanoscale Networks and their Applications, CNNA 2021. IEEE Computer Society, 2021. (International Workshop on Cellular Nanoscale Networks and their Applications; Vol. 2021-September).

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

TY - GEN

T1 - Neuromorphic hybrid systems based on polarizable thin film-coated silicon nanowire field-effect transistors

AU - Panes-Ruiz, Luis Antonio

AU - Ibarlucea, Bergoi

AU - Baek, Eunhye

AU - Park, Sang Wook

AU - Baek, Chang Ki

AU - Feng, Xinliang

AU - Cuniberti, Gianaurelio

PY - 2021

Y1 - 2021

N2 - We present two approaches for the development of hybrid neurotransistors based on the combination of polarizable thin films on silicon nanowires field-effect transistors for the emulation of signal processing by neurons. The polarizing properties of the films coming from the ion redistribution under bias voltage provide the systems with a memristive behavior needed to achieve the neuronal intrinsic plasticity using ionic migration in the neuron membrane at a hardware level.

AB - We present two approaches for the development of hybrid neurotransistors based on the combination of polarizable thin films on silicon nanowires field-effect transistors for the emulation of signal processing by neurons. The polarizing properties of the films coming from the ion redistribution under bias voltage provide the systems with a memristive behavior needed to achieve the neuronal intrinsic plasticity using ionic migration in the neuron membrane at a hardware level.

KW - BECOFs

KW - neuromorphic architecture

KW - silicon nanowire field-effect transistor

KW - sol-gel

KW - thin films

UR - https://www.scopus.com/pages/publications/85123003193

U2 - 10.1109/CNNA49188.2021.9610819

DO - 10.1109/CNNA49188.2021.9610819

M3 - Conference contribution

AN - SCOPUS:85123003193

T3 - International Workshop on Cellular Nanoscale Networks and their Applications

BT - 2021 17th International Workshop on Cellular Nanoscale Networks and their Applications, CNNA 2021

PB - IEEE Computer Society

T2 - 17th International Workshop on Cellular Nanoscale Networks and their Applications, CNNA 2021

Y2 - 29 September 2021 through 1 October 2021

ER -

Panes-Ruiz LA, Ibarlucea B, Baek E, Park SW, Baek CK, Feng X et al. Neuromorphic hybrid systems based on polarizable thin film-coated silicon nanowire field-effect transistors. In 2021 17th International Workshop on Cellular Nanoscale Networks and their Applications, CNNA 2021. IEEE Computer Society. 2021. (International Workshop on Cellular Nanoscale Networks and their Applications). doi: 10.1109/CNNA49188.2021.9610819

Neuromorphic hybrid systems based on polarizable thin film-coated silicon nanowire field-effect transistors

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