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Ultrasensitive solar-blind ultraviolet detection and optoelectronic neuromorphic computing using α-In2Se3 phototransistors
by
Cai, Yuchen
, Wang, Yanrong
, Li, Shuhui
, Cheng, Ruiqing
, Wang, Zhenxing
, Yang, Jia
, He, Jun
, Wang, Feng
, Zhan, Xueying
, Wang, Fengmei
in
Artificial neural networks
/ Astronomy
/ Astrophysics and Cosmology
/ Atomic
/ Avalanche diodes
/ Condensed Matter Physics
/ Energy consumption
/ Energy efficiency
/ Ferroelectricity
/ Light
/ Molecular
/ Neural networks
/ Neuromorphic computing
/ Noise tolerance
/ Optical and Plasma Physics
/ Optoelectronics
/ Particle and Nuclear Physics
/ Photodiodes
/ Photomultiplier tubes
/ Phototransistors
/ Physics
/ Physics and Astronomy
/ Research Article
/ Sensors
/ Ultraviolet detectors
/ Ultraviolet radiation
/ Warning systems
2023
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Ultrasensitive solar-blind ultraviolet detection and optoelectronic neuromorphic computing using α-In2Se3 phototransistors
by
Cai, Yuchen
, Wang, Yanrong
, Li, Shuhui
, Cheng, Ruiqing
, Wang, Zhenxing
, Yang, Jia
, He, Jun
, Wang, Feng
, Zhan, Xueying
, Wang, Fengmei
in
Artificial neural networks
/ Astronomy
/ Astrophysics and Cosmology
/ Atomic
/ Avalanche diodes
/ Condensed Matter Physics
/ Energy consumption
/ Energy efficiency
/ Ferroelectricity
/ Light
/ Molecular
/ Neural networks
/ Neuromorphic computing
/ Noise tolerance
/ Optical and Plasma Physics
/ Optoelectronics
/ Particle and Nuclear Physics
/ Photodiodes
/ Photomultiplier tubes
/ Phototransistors
/ Physics
/ Physics and Astronomy
/ Research Article
/ Sensors
/ Ultraviolet detectors
/ Ultraviolet radiation
/ Warning systems
2023
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Ultrasensitive solar-blind ultraviolet detection and optoelectronic neuromorphic computing using α-In2Se3 phototransistors
by
Cai, Yuchen
, Wang, Yanrong
, Li, Shuhui
, Cheng, Ruiqing
, Wang, Zhenxing
, Yang, Jia
, He, Jun
, Wang, Feng
, Zhan, Xueying
, Wang, Fengmei
in
Artificial neural networks
/ Astronomy
/ Astrophysics and Cosmology
/ Atomic
/ Avalanche diodes
/ Condensed Matter Physics
/ Energy consumption
/ Energy efficiency
/ Ferroelectricity
/ Light
/ Molecular
/ Neural networks
/ Neuromorphic computing
/ Noise tolerance
/ Optical and Plasma Physics
/ Optoelectronics
/ Particle and Nuclear Physics
/ Photodiodes
/ Photomultiplier tubes
/ Phototransistors
/ Physics
/ Physics and Astronomy
/ Research Article
/ Sensors
/ Ultraviolet detectors
/ Ultraviolet radiation
/ Warning systems
2023
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Ultrasensitive solar-blind ultraviolet detection and optoelectronic neuromorphic computing using α-In2Se3 phototransistors
Journal Article
Ultrasensitive solar-blind ultraviolet detection and optoelectronic neuromorphic computing using α-In2Se3 phototransistors
2023
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Overview
Detection of solar-blind ultraviolet (SB-UV) light is important in applications like confidential communication, flame detection, and missile warning system. However, the existing SB-UV photodetectors still show low sensitivities. In this work, we demonstrate the extraordinary SB-UV detection performance of α-In
2
Se
3
phototransistors. Benefiting from the coupled semiconductor and ferroelectricity property, the phototransistor has an ultraweak detectable power of 17.85 fW, an ultrahigh gain of 1.2 × 10
6
, a responsivity of 2.6 × 10
5
A/W, a detectivity of 1.3 × 10
16
Jones and an ultralow noise-equivalent-power of 4.2 × 10
−20
W/Hz
1/2
for 275 nm light. Its performance exceeds most other UV detectors, even including commercial photomultiplier tubes and avalanche photodiodes. It can be also implemented as an optoelectronic synapse for neuromorphic computing. A 784×300×10 artificial neural network (ANN) based on this optoelectronic synapse is constructed and demonstrated with a high recognition accuracy and good noise-tolerance for the Fashion-MNIST dataset. These extraordinary features endow this phototransistor with the potential for constructing advanced SB-UV detectors and intelligent hardware.
Publisher
Higher Education Press,Springer Nature B.V
Subject
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