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3D AND-Type Stacked Array for Neuromorphic Systems
NOR/AND flash memory was studied in neuromorphic systems to perform vector-by-matrix multiplication (VMM) by summing the current. Because the size of NOR/AND cells exceeds those of other memristor synaptic devices, we proposed a 3D AND-type stacked array to reduce the cell size. Through a tilted imp...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7569919/ https://www.ncbi.nlm.nih.gov/pubmed/32878195 http://dx.doi.org/10.3390/mi11090829 |
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author | Jang, Taejin Kim, Suhyeon Chang, Jeesoo Min, Kyung Kyu Hwang, Sungmin Park, Kyungchul Lee, Jong-Ho Park, Byung-Gook |
author_facet | Jang, Taejin Kim, Suhyeon Chang, Jeesoo Min, Kyung Kyu Hwang, Sungmin Park, Kyungchul Lee, Jong-Ho Park, Byung-Gook |
author_sort | Jang, Taejin |
collection | PubMed |
description | NOR/AND flash memory was studied in neuromorphic systems to perform vector-by-matrix multiplication (VMM) by summing the current. Because the size of NOR/AND cells exceeds those of other memristor synaptic devices, we proposed a 3D AND-type stacked array to reduce the cell size. Through a tilted implantation method, the conformal sources and drains of each cell could be formed, with confirmation by a technology computer aided design (TCAD) simulation. In addition, the cell-to-cell variation due to the etch slope could be eliminated by controlling the deposition thickness of the cells. The suggested array can be beneficial in simple program/inhibit schemes given its use of Fowler–Nordheim (FN) tunneling because the drain lines and source lines are parallel. Therefore, the conductance of each synaptic device can be updated at low power level. |
format | Online Article Text |
id | pubmed-7569919 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-75699192020-10-29 3D AND-Type Stacked Array for Neuromorphic Systems Jang, Taejin Kim, Suhyeon Chang, Jeesoo Min, Kyung Kyu Hwang, Sungmin Park, Kyungchul Lee, Jong-Ho Park, Byung-Gook Micromachines (Basel) Article NOR/AND flash memory was studied in neuromorphic systems to perform vector-by-matrix multiplication (VMM) by summing the current. Because the size of NOR/AND cells exceeds those of other memristor synaptic devices, we proposed a 3D AND-type stacked array to reduce the cell size. Through a tilted implantation method, the conformal sources and drains of each cell could be formed, with confirmation by a technology computer aided design (TCAD) simulation. In addition, the cell-to-cell variation due to the etch slope could be eliminated by controlling the deposition thickness of the cells. The suggested array can be beneficial in simple program/inhibit schemes given its use of Fowler–Nordheim (FN) tunneling because the drain lines and source lines are parallel. Therefore, the conductance of each synaptic device can be updated at low power level. MDPI 2020-08-31 /pmc/articles/PMC7569919/ /pubmed/32878195 http://dx.doi.org/10.3390/mi11090829 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Jang, Taejin Kim, Suhyeon Chang, Jeesoo Min, Kyung Kyu Hwang, Sungmin Park, Kyungchul Lee, Jong-Ho Park, Byung-Gook 3D AND-Type Stacked Array for Neuromorphic Systems |
title | 3D AND-Type Stacked Array for Neuromorphic Systems |
title_full | 3D AND-Type Stacked Array for Neuromorphic Systems |
title_fullStr | 3D AND-Type Stacked Array for Neuromorphic Systems |
title_full_unstemmed | 3D AND-Type Stacked Array for Neuromorphic Systems |
title_short | 3D AND-Type Stacked Array for Neuromorphic Systems |
title_sort | 3d and-type stacked array for neuromorphic systems |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7569919/ https://www.ncbi.nlm.nih.gov/pubmed/32878195 http://dx.doi.org/10.3390/mi11090829 |
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