Reconfigurable dielectric engineered WSe2/HZO mem-transistor
Hybrid systems coupling two-dimensional (2D) semiconductors with functional ferroelectrics are attracting increasing attention owing to their excellent electronic/optoelectronic properties and new functionalities through the multiple heterointerface interactions. In our device architecture, interfac...
Saved in:
Main Authors: | , , , , , |
---|---|
Other Authors: | |
Format: | Article |
Language: | English |
Published: |
2024
|
Subjects: | |
Online Access: | https://hdl.handle.net/10356/180774 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Institution: | Nanyang Technological University |
Language: | English |
id |
sg-ntu-dr.10356-180774 |
---|---|
record_format |
dspace |
spelling |
sg-ntu-dr.10356-1807742024-10-25T15:47:21Z Reconfigurable dielectric engineered WSe2/HZO mem-transistor Tong, Tong He, Yongli Gao, Yuan Liu, Yukang Liao, Kan Li, Weisheng School of Materials Science and Engineering Engineering Linear conductance update Reliable memory properties Hybrid systems coupling two-dimensional (2D) semiconductors with functional ferroelectrics are attracting increasing attention owing to their excellent electronic/optoelectronic properties and new functionalities through the multiple heterointerface interactions. In our device architecture, interfacial states are introduced on the ferroelectric Hf0.5Zr0.5O2 thin film as a gate dielectric layer for the charge trapping effect. Utilizing the collaborative effects of charge trapping and ferroelectric polarization behavior, a multifunctional 2D WSe2/HZO memtransistor is demonstrated with an ultra-low off-state (dark) current of 10−13 A, high on/off ratio of 106 and linear conductance update. This device exhibits reliable memory properties and tunable synaptic functions including short-term plasticity/long-term plasticity, paired pulse facilitation, spike-timing dependent plasticity, synaptic potentiation/depression, and filtering in a single device. Extensive endurance tests ensure robust stability (1000 switching cycles, 2000 s holding time) and the synaptic weight update in the device exhibits excellent linearity. Based on the experimental data, our devices eventually achieve an accuracy of 94.8% in artificial neural network simulations. These results highlight a new approach for constructing hybrid systems coupling 2D semiconductors with functional ferroelectrics in a single device to tune synaptic weight, optimize circuit design, and build artificial neuromorphic computing systems. Published version This work was supported by The National Key R&D Program of China (2022YFA1402500), the National Natural Science Foundation of China (62304101), the Jiangsu Province Key R&D Program (BE2023009-3), the Natural Science Foundation of Jiangsu Province (BK20230776) and Xiaomi Foundation. The authors would also like to express their sincere gratitude to the Interdisciplinary Research Center for Future Intelligent Chips (Chip-X) funded by the Yachen Foundation for their invaluable support. 2024-10-23T07:50:55Z 2024-10-23T07:50:55Z 2024 Journal Article Tong, T., He, Y., Gao, Y., Liu, Y., Liao, K. & Li, W. (2024). Reconfigurable dielectric engineered WSe2/HZO mem-transistor. 2D Materials, 11(4), 045012-. https://dx.doi.org/10.1088/2053-1583/ad70c9 2053-1583 https://hdl.handle.net/10356/180774 10.1088/2053-1583/ad70c9 2-s2.0-85203000183 4 11 045012 en 2D Materials © 2024 The Author(s). Published by IOP Publishing Ltd. Original content from this work may be used under the terms of the Creative Commons Attribution 4.0 licence. Any further distribution of this work must maintain attribution to the author(s) and the title of the work, journal citation and DOI. application/pdf |
institution |
Nanyang Technological University |
building |
NTU Library |
continent |
Asia |
country |
Singapore Singapore |
content_provider |
NTU Library |
collection |
DR-NTU |
language |
English |
topic |
Engineering Linear conductance update Reliable memory properties |
spellingShingle |
Engineering Linear conductance update Reliable memory properties Tong, Tong He, Yongli Gao, Yuan Liu, Yukang Liao, Kan Li, Weisheng Reconfigurable dielectric engineered WSe2/HZO mem-transistor |
description |
Hybrid systems coupling two-dimensional (2D) semiconductors with functional ferroelectrics are attracting increasing attention owing to their excellent electronic/optoelectronic properties and new functionalities through the multiple heterointerface interactions. In our device architecture, interfacial states are introduced on the ferroelectric Hf0.5Zr0.5O2 thin film as a gate dielectric layer for the charge trapping effect. Utilizing the collaborative effects of charge trapping and ferroelectric polarization behavior, a multifunctional 2D WSe2/HZO memtransistor is demonstrated with an ultra-low off-state (dark) current of 10−13 A, high on/off ratio of 106 and linear conductance update. This device exhibits reliable memory properties and tunable synaptic functions including short-term plasticity/long-term plasticity, paired pulse facilitation, spike-timing dependent plasticity, synaptic potentiation/depression, and filtering in a single device. Extensive endurance tests ensure robust stability (1000 switching cycles, 2000 s holding time) and the synaptic weight update in the device exhibits excellent linearity. Based on the experimental data, our devices eventually achieve an accuracy of 94.8% in artificial neural network simulations. These results highlight a new approach for constructing hybrid systems coupling 2D semiconductors with functional ferroelectrics in a single device to tune synaptic weight, optimize circuit design, and build artificial neuromorphic computing systems. |
author2 |
School of Materials Science and Engineering |
author_facet |
School of Materials Science and Engineering Tong, Tong He, Yongli Gao, Yuan Liu, Yukang Liao, Kan Li, Weisheng |
format |
Article |
author |
Tong, Tong He, Yongli Gao, Yuan Liu, Yukang Liao, Kan Li, Weisheng |
author_sort |
Tong, Tong |
title |
Reconfigurable dielectric engineered WSe2/HZO mem-transistor |
title_short |
Reconfigurable dielectric engineered WSe2/HZO mem-transistor |
title_full |
Reconfigurable dielectric engineered WSe2/HZO mem-transistor |
title_fullStr |
Reconfigurable dielectric engineered WSe2/HZO mem-transistor |
title_full_unstemmed |
Reconfigurable dielectric engineered WSe2/HZO mem-transistor |
title_sort |
reconfigurable dielectric engineered wse2/hzo mem-transistor |
publishDate |
2024 |
url |
https://hdl.handle.net/10356/180774 |
_version_ |
1814777761318830080 |