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Photoferroelectric All-van-der-Waals Heterostructure for Multimode Neuromorphic Ferroelectric Transistors
[Image: see text] Interface-driven effects in ferroelectric van der Waals (vdW) heterostructures provide fresh opportunities in the search for alternative device architectures toward overcoming the von Neumann bottleneck. However, their implementation is still in its infancy, mostly by electrical co...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Chemical Society
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10375436/ https://www.ncbi.nlm.nih.gov/pubmed/36919904 http://dx.doi.org/10.1021/acsami.3c00092 |
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author | Soliman, Mohamed Maity, Krishna Gloppe, Arnaud Mahmoudi, Aymen Ouerghi, Abdelkarim Doudin, Bernard Kundys, Bohdan Dayen, Jean-Francois |
author_facet | Soliman, Mohamed Maity, Krishna Gloppe, Arnaud Mahmoudi, Aymen Ouerghi, Abdelkarim Doudin, Bernard Kundys, Bohdan Dayen, Jean-Francois |
author_sort | Soliman, Mohamed |
collection | PubMed |
description | [Image: see text] Interface-driven effects in ferroelectric van der Waals (vdW) heterostructures provide fresh opportunities in the search for alternative device architectures toward overcoming the von Neumann bottleneck. However, their implementation is still in its infancy, mostly by electrical control. It is of utmost interest to develop strategies for additional optical and multistate control in the quest for novel neuromorphic architectures. Here, we demonstrate the electrical and optical control of the ferroelectric polarization states of ferroelectric field effect transistors (FeFET). The FeFETs, fully made of ReS(2)/hBN/CuInP(2)S(6) vdW materials, achieve an on/off ratio exceeding 10(7), a hysteresis memory window up to 7 V wide, and multiple remanent states with a lifetime exceeding 10(3) s. Moreover, the ferroelectric polarization of the CuInP(2)S(6) (CIPS) layer can be controlled by photoexciting the vdW heterostructure. We perform wavelength-dependent studies, which allow for identifying two mechanisms at play in the optical control of the polarization: band-to-band photocarrier generation into the 2D semiconductor ReS(2) and photovoltaic voltage into the 2D ferroelectric CIPS. Finally, heterosynaptic plasticity is demonstrated by operating our FeFET in three different synaptic modes: electrically stimulated, optically stimulated, and optically assisted synapse. Key synaptic functionalities are emulated including electrical long-term plasticity, optoelectrical plasticity, optical potentiation, and spike rate-dependent plasticity. The simulated artificial neural networks demonstrate an excellent accuracy level of 91% close to ideal-model synapses. These results provide a fresh background for future research on photoferroelectric vdW systems and put ferroelectric vdW heterostructures on the roadmap for the next neuromorphic computing architectures. |
format | Online Article Text |
id | pubmed-10375436 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | American Chemical Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-103754362023-07-29 Photoferroelectric All-van-der-Waals Heterostructure for Multimode Neuromorphic Ferroelectric Transistors Soliman, Mohamed Maity, Krishna Gloppe, Arnaud Mahmoudi, Aymen Ouerghi, Abdelkarim Doudin, Bernard Kundys, Bohdan Dayen, Jean-Francois ACS Appl Mater Interfaces [Image: see text] Interface-driven effects in ferroelectric van der Waals (vdW) heterostructures provide fresh opportunities in the search for alternative device architectures toward overcoming the von Neumann bottleneck. However, their implementation is still in its infancy, mostly by electrical control. It is of utmost interest to develop strategies for additional optical and multistate control in the quest for novel neuromorphic architectures. Here, we demonstrate the electrical and optical control of the ferroelectric polarization states of ferroelectric field effect transistors (FeFET). The FeFETs, fully made of ReS(2)/hBN/CuInP(2)S(6) vdW materials, achieve an on/off ratio exceeding 10(7), a hysteresis memory window up to 7 V wide, and multiple remanent states with a lifetime exceeding 10(3) s. Moreover, the ferroelectric polarization of the CuInP(2)S(6) (CIPS) layer can be controlled by photoexciting the vdW heterostructure. We perform wavelength-dependent studies, which allow for identifying two mechanisms at play in the optical control of the polarization: band-to-band photocarrier generation into the 2D semiconductor ReS(2) and photovoltaic voltage into the 2D ferroelectric CIPS. Finally, heterosynaptic plasticity is demonstrated by operating our FeFET in three different synaptic modes: electrically stimulated, optically stimulated, and optically assisted synapse. Key synaptic functionalities are emulated including electrical long-term plasticity, optoelectrical plasticity, optical potentiation, and spike rate-dependent plasticity. The simulated artificial neural networks demonstrate an excellent accuracy level of 91% close to ideal-model synapses. These results provide a fresh background for future research on photoferroelectric vdW systems and put ferroelectric vdW heterostructures on the roadmap for the next neuromorphic computing architectures. American Chemical Society 2023-03-15 /pmc/articles/PMC10375436/ /pubmed/36919904 http://dx.doi.org/10.1021/acsami.3c00092 Text en © 2023 American Chemical Society https://creativecommons.org/licenses/by-nc-nd/4.0/Permits non-commercial access and re-use, provided that author attribution and integrity are maintained; but does not permit creation of adaptations or other derivative works (https://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Soliman, Mohamed Maity, Krishna Gloppe, Arnaud Mahmoudi, Aymen Ouerghi, Abdelkarim Doudin, Bernard Kundys, Bohdan Dayen, Jean-Francois Photoferroelectric All-van-der-Waals Heterostructure for Multimode Neuromorphic Ferroelectric Transistors |
title | Photoferroelectric
All-van-der-Waals Heterostructure
for Multimode Neuromorphic Ferroelectric Transistors |
title_full | Photoferroelectric
All-van-der-Waals Heterostructure
for Multimode Neuromorphic Ferroelectric Transistors |
title_fullStr | Photoferroelectric
All-van-der-Waals Heterostructure
for Multimode Neuromorphic Ferroelectric Transistors |
title_full_unstemmed | Photoferroelectric
All-van-der-Waals Heterostructure
for Multimode Neuromorphic Ferroelectric Transistors |
title_short | Photoferroelectric
All-van-der-Waals Heterostructure
for Multimode Neuromorphic Ferroelectric Transistors |
title_sort | photoferroelectric
all-van-der-waals heterostructure
for multimode neuromorphic ferroelectric transistors |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10375436/ https://www.ncbi.nlm.nih.gov/pubmed/36919904 http://dx.doi.org/10.1021/acsami.3c00092 |
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