利用2H-MoTe2/WSe2异质结的光电和光导效应实现宽带光探测和人工视觉突触

IF 5.1 2区 材料科学 Q2 MATERIALS SCIENCE, MULTIDISCIPLINARY
Qiang Guo, Xianjun Zhang, Danzhi Wang and Pengfei Hou
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引用次数: 0

摘要

神经形态计算(Neuromorphic computing)通过模拟生物突触可塑性来实现高效的信息处理,被视为解决传统冯·诺伊曼架构计算能力和能效限制的关键方法。然而,现有的突触器件面临着高能耗、非易失性存储不稳定、多模态响应能力有限等主要挑战,严重制约了其实际应用。具有原子级厚度、高载流子迁移率和优异响应性的二维材料为开发低功耗、高性能和自适应突触器件提供了新的模型,而它们的异质结构可以协同处理光和电等多模态信号,从而实现对类脑可塑性的精确调节。本文提出了一种基于2H-MoTe2/WSe2异质结的自供电光探测光电突触器件,其工作范围为可见光至近红外光谱(405-1550 nm)。在1064 nm的近红外光下可检测到光功率密度为10 μW cm−2的超低光信号,响应度R为11.74 mA W−1。此外,在405、660、808和1550 nm光下,异质结的R分别为13.73、24.03、7.57和6.65 × 10−4 mA W−1。此外,异质结具有宽带突触特性和一个尖峰的最小功耗为90 fJ。连续两次光脉冲刺激(间隔0.4 s)可获得52.6%的成对脉冲促进(PPF)指数。这种异质结的优异性能为下一代低功耗视觉传感系统和人工神经网络提供了创新的解决方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Broadband photodetection and artificial visual synapses enabled by the photovoltaic and photoconductive effects of 2H-MoTe2/WSe2 heterojunction

Broadband photodetection and artificial visual synapses enabled by the photovoltaic and photoconductive effects of 2H-MoTe2/WSe2 heterojunction

Neuromorphic computing, which simulates biological synaptic plasticity to achieve efficient information processing, is seen as a key solution to the computational power and energy efficiency limitations of traditional von Neumann architecture. However, existing synaptic devices face major challenges like high energy consumption, unstable non-volatile storage, and limited multi-modal response capabilities, severely restricting their practical application. Two-dimensional materials with atomic-scale thickness, high carrier mobility, and excellent responsiveness offer a new model for developing low-power, high-performance, and adaptive synaptic devices, while their heterostructures can synergistically process multi-modal signals like light and electricity to enable precise modulation of brain-like plasticity. This work proposes a self-powered photodetection and optoelectronic synaptic device based on 2H-MoTe2/WSe2 heterojunctions, which operates in the visible to near-infrared spectrum (405–1550 nm). An ultra-low optical signal with an optical power density of 10 μW cm−2 can be detected in the near-infrared light at 1064 nm with a high responsivity (R) of 11.74 mA W−1. In addition, the R of the heterojunction under 405, 660, 808, and 1550 nm light are 13.73, 24.03, 7.57, and 6.65 × 10−4 mA W−1, respectively. Moreover, the heterojunction exhibits broadband synaptic properties and a minimum power consumption of 90 fJ for one spike. The paired-pulse facilitation (PPF) index of 52.6% is achieved with two consecutive optical pulse stimulations (0.4 s interval). The excellent performance of this heterojunction provides an innovative solution for next-generation low-power visual sensing systems and artificial neural networks.

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来源期刊
Journal of Materials Chemistry C
Journal of Materials Chemistry C MATERIALS SCIENCE, MULTIDISCIPLINARY-PHYSICS, APPLIED
CiteScore
10.80
自引率
6.20%
发文量
1468
期刊介绍: The Journal of Materials Chemistry is divided into three distinct sections, A, B, and C, each catering to specific applications of the materials under study: Journal of Materials Chemistry A focuses primarily on materials intended for applications in energy and sustainability. Journal of Materials Chemistry B specializes in materials designed for applications in biology and medicine. Journal of Materials Chemistry C is dedicated to materials suitable for applications in optical, magnetic, and electronic devices. Example topic areas within the scope of Journal of Materials Chemistry C are listed below. This list is neither exhaustive nor exclusive. Bioelectronics Conductors Detectors Dielectrics Displays Ferroelectrics Lasers LEDs Lighting Liquid crystals Memory Metamaterials Multiferroics Photonics Photovoltaics Semiconductors Sensors Single molecule conductors Spintronics Superconductors Thermoelectrics Topological insulators Transistors
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