Hybrid Integrated Lead-Free Perovskite/Graphene Array Toward High-Responsivity In-Sensor Computing

Perovskite are expected to construct vision neuromorphic systems due to its unique photoelectric properties. However, the ion migration in perovskite films, as well as the toxicity of lead element limit their applications. Here we demonstrated a lead-free perovskite-graphene hybrid (PGH) integrated device via low temperature method. This hybrid structure decouples vertical carrier extraction under built-in electric field and horizontal carrier transport under applied high electric filed, which enhances carrier transport efficiency while alleviating ion migration issues. As a result, a responsivity of 199 A/W and a detectivity of <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">${0}.{53}\times {10} ^{{10}}$ </tex-math></inline-formula> Jones were achieved under 405 nm light illumination (power intensity: <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">${0}.{24}\times {10} ^{\text {- {2}}}$ </tex-math></inline-formula> nW/<inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$\mu $ </tex-math></inline-formula>m<inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$^{{2}}\text {)}$ </tex-math></inline-formula>. Furthermore, the ground-state current drift caused by charge trapping/detrapping in PGH band alignment facilitates in-situ preprocessing of visual information. A neuromorphic vision system with a <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">${6}\times {6}$ </tex-math></inline-formula> sensor array was constructed, and it showed a significantly accuracy enhancement (69.2% to 89.5%) in recognition tasks. This work contributes to the development of high-performance perovskite-based neuromorphic devices.

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Publication Details

Journal
IEEE Electron Device Letters
Published
2024-09-23
DOI
https://doi.org/10.1109/led.2024.3465790
Citations
1
Primary Topic
Advanced Memory and Neural Computing
Type
article
Field-Weighted Citation Impact
0.21

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article

Hybrid Integrated Lead-Free Perovskite/Graphene Array Toward High-Responsivity In-Sensor Computing

Jiahe Zhang, He Tian, Ken Qin, Yi Yang et al.
1 citations
IEEE Electron Device Letters
Advanced Memory and Neural Computing
0.21
article

Hybrid Integrated Lead-Free Perovskite/Graphene Array Toward High-Responsivity In-Sensor Computing

Jiahe Zhang, He Tian, Ken Qin, Yi Yang, Ze‐Shu Wang, Tian‐Ling Ren, Jiali Peng, Xiangshun Geng, Guan‐Hua Dun, Dan Xie, Ruolong Zhou
article en
1 citations

Abstract

Perovskite are expected to construct vision neuromorphic systems due to its unique photoelectric properties. However, the ion migration in perovskite films, as well as the toxicity of lead element limit their applications. Here we demonstrated a lead-free perovskite-graphene hybrid (PGH) integrated device via low temperature method. This hybrid structure decouples vertical carrier extraction under built-in electric field and horizontal carrier transport under applied high electric filed, which enhances carrier transport efficiency while alleviating ion migration issues. As a result, a responsivity of 199 A/W and a detectivity of <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">${0}.{53}\times {10} ^{{10}}$ </tex-math></inline-formula> Jones were achieved under 405 nm light illumination (power intensity: <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">${0}.{24}\times {10} ^{\text {- {2}}}$ </tex-math></inline-formula> nW/<inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$\mu $ </tex-math></inline-formula>m<inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$^{{2}}\text {)}$ </tex-math></inline-formula>. Furthermore, the ground-state current drift caused by charge trapping/detrapping in PGH band alignment facilitates in-situ preprocessing of visual information. A neuromorphic vision system with a <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">${6}\times {6}$ </tex-math></inline-formula> sensor array was constructed, and it showed a significantly accuracy enhancement (69.2% to 89.5%) in recognition tasks. This work contributes to the development of high-performance perovskite-based neuromorphic devices.

IEEE Electron Device LettersVol. 45(11)
Tsinghua University (CN)
National Natural Science Foundation of China, China Postdoctoral Science Foundation, National Key Research and Development Program of China
Affordable and clean energy
Openalex Percentile: Top 48%
Advanced Memory and Neural Computing
0.21
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