利用基于纸张的二阶ml石墨烯/MoO 3 -芦荟/ ml石墨烯忆阻器装置模拟突触功能的节能多级存储器。

0 MATERIALS SCIENCE, MULTIDISCIPLINARY
Meenu Maria Sunny, R Thamankar
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引用次数: 0

摘要

神经形态计算是一种新兴的架构类型,代表了一种尖端的计算方法,它模拟了人类大脑的结构和功能,利用神经科学的概念来开发超越冯·诺伊曼架构的高效、自适应和功率意识计算系统。在此,我们报告了在一篇论文中定义的人工突触装置,使用MoO 3嵌入芦荟基质作为活性材料。采用纸笔法绘制多层石墨烯电极(MLG)。器件可以被编程为多比特状态,以利用几种导电状态(2n与n = 1,2,3,4)。此外,该器件可以在低能耗(~ pJ)稳定的环境条件下运行。活动相关的测量表明突触权重的更新取决于活动的历史。可以通过适当地选择先验活动来调节增强和抑制。发生向增强过渡的阈值频率向较低的频率移动,并取决于先前活动的数量。增强和下降曲线表明,利用不相同的脉冲序列可以控制非线性。纸上铅笔(PoP)方法可以代表电子设备的新前沿,导致便携式,环境友好,灵活的突触设备的发展,用于多功能突触和存储应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Energy efficient multi-level memory using paper based second order MLGraphene/MoO 3 - Aloe vera/MLGraphene memristor device for emulating synaptic functionalities.

Neuromorphic computing is an emerging architype representing a cutting-edge approach to computing that emulates the structure and function of human brain, leveraging neuroscience concepts to develop efficient, adaptive, and power conscious computing system surpassing the von Neumann architecture. Herein, we report artificial synaptic device defined on a paper using MoO 3 embedded Aloe vera matrix as an active material. The multilayer graphene electrode (MLG) is drawn using pencil-on-paper (PoP) method. Devices could be programmed for multi bit-states to avail several conducting states ( 2 n with n = 1,2,3,4). Further, the devices can be operated at low energy consumption ( pJ) stable at ambient conditions. Activity dependent measurements show that the synaptic weight update depends on the history of activity. The potentiation and depression can be tuned by properly choosing the prior activity. The threshold frequency at which transition into potentiation occurs is shifted towards lower frequency and depends on the number of prior activities. The potentiation and depression curves indicate that the nonlinearity can be controlled by utilizing non-identical pulse sequences. The pencil-on-paper (PoP) method could represent a new frontier in electronic devices leading to the development of portable, environment friendly, and flexible synaptic devices for versatile synaptic and memory applications.

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CiteScore
0.70
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