基于cusbs2的近红外光电突触忆阻器:具有优异突触可塑性的仿生应用。

IF 4.6 2区 化学 Q2 CHEMISTRY, PHYSICAL
Jianping Lan, , , Zhanchuan Cai*, , , Fengxia Yang, , and , Yan Li*, 
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引用次数: 0

摘要

新兴的近红外(NIR)光电突触装置能够实现信息的并行感知和记忆,在开发具有视觉感知和复杂学习能力的高效神经形态计算系统中发挥着关键作用。在这里,CuSbS2被用于一种创新的方法来实现人工近红外光电突触。该CuSbS2记忆电阻器不仅具有稳定的非易失性电阻开关特性,工作电压(-0.69/0.68 V)变化[ΔV(σ)/μ]小于13%,保持时间超过104 s,而且还实现了电信号和近红外光触发的多种突触可塑性,实现了包括兴奋性突触后电流(EPSC),对脉冲促进(PPF),短时到长期增强(STP/LTP),短时和长期记忆(STM/LTM),以及峰值时间依赖的可塑性(STDP)。此外,利用CuSbS2优异的光电性能,实现了设计高精度近红外成像系统的神经形态学功能,进一步验证了其实际应用潜力。研究结果证实,CuSbS2是一种非常有前途的候选材料,可用于构建先进的近红外光电人工突触,为未来开发集传感、记忆和处理能力于一体的神经形态系统铺平了坚实的道路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

CuSbS2-Based Near-Infrared Optoelectronic Synaptic Memristor: Toward Biomimetic Applications with Superior Synaptic Plasticity

CuSbS2-Based Near-Infrared Optoelectronic Synaptic Memristor: Toward Biomimetic Applications with Superior Synaptic Plasticity

Emerging near-infrared (NIR) optoelectronic synaptic devices, which enable parallel perception and memorization of information, play a pivotal role in developing high-efficiency neuromorphic computing systems with visual perception and complex learning capabilities. Here, CuSbS2 is used in an innovative method to achieve an artificial NIR optoelectronic synapse. This CuSbS2 memristor not only exhibits stable nonvolatile resistive switching behaviors, featuring low operating voltages (−0.69/0.68 V) with variations [ΔV(σ)/μ] both less than 13% and long retention time exceeding 104 s, but also realizes diverse synaptic plasticity triggered by both electric signals and NIR light, with the achievement of comprehensive synaptic functionalities, including excitatory postsynaptic current (EPSC), paired-pulse facilitation (PPF), short-term to long-term potentiation (STP/LTP), short-term and long-term memory (STM/LTM), as well as spike-timing-dependent plasticity (STDP). Moreover, utilizing the excellent optoelectric performance of CuSbS2, neuromorphic functions of designing a high-accuracy NIR imaging system are implemented, further verifying its practical application potential. The results confirm that CuSbS2 is a highly promising candidate material for constructing NIR optoelectronic artificial synapses for advanced synaptic applications, paving a solid way for the future development of neuromorphic systems integrating sensing, memory, and processing capabilities.

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来源期刊
The Journal of Physical Chemistry Letters
The Journal of Physical Chemistry Letters CHEMISTRY, PHYSICAL-NANOSCIENCE & NANOTECHNOLOGY
CiteScore
9.60
自引率
7.00%
发文量
1519
审稿时长
1.6 months
期刊介绍: The Journal of Physical Chemistry (JPC) Letters is devoted to reporting new and original experimental and theoretical basic research of interest to physical chemists, biophysical chemists, chemical physicists, physicists, material scientists, and engineers. An important criterion for acceptance is that the paper reports a significant scientific advance and/or physical insight such that rapid publication is essential. Two issues of JPC Letters are published each month.
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