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一种基于TiO2纳米片忆阻器的人工伤害感受器 被引量:3
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作者 兰晋玲 曹刚 +1 位作者 王静娟 闫小兵 《Science China Materials》 SCIE EI CAS CSCD 2021年第7期1703-1712,共10页
人工忆阻突触的学习记忆功能是实现人工神经网络和神经形态计算的必要条件.纳米片材料由于其良好的可扩展性,在细胞级学习水平中得到了广泛的应用,但基于纳米片材料的伤害感受器行为研究却鲜有报道.本文中,我们提出了一种具有Al/TiO_(2)... 人工忆阻突触的学习记忆功能是实现人工神经网络和神经形态计算的必要条件.纳米片材料由于其良好的可扩展性,在细胞级学习水平中得到了广泛的应用,但基于纳米片材料的伤害感受器行为研究却鲜有报道.本文中,我们提出了一种具有Al/TiO_(2)/Pt结构的忆阻器.电铸后,忆阻器呈现出逐渐的电导调节,并能模拟突触功能,如突触重量的增加和降低.我们还设计了一个新的方案来验证真实伤害感受器的痛觉敏感、脱敏、超敏和痛觉过敏行为.具有这些特性的忆阻器可以显著提高智能电子器件的性能.数据拟合表明,高阻和低阻状态符合跳跃导电机制.这项工作使得基于TiO_(2)的器件有望应用于下一代神经形态学系统. 展开更多
关键词 人工神经网络 忆阻器 突触功能 痛觉敏感 数据拟合 学习记忆功能 神经形态学 痛觉过敏
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Memristor based on two-dimensional titania nanosheets for multilevel storage and information processing 被引量:2
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作者 Gang Cao Chao Gao +2 位作者 Jingjuan Wang jinling lan Xiaobing Yan 《Nano Research》 SCIE EI CSCD 2022年第9期8419-8427,共9页
A huge amount of data requires the non-volatile memory(NVM)technology to exhibit large-capacity storage and fast calculation speed.To further solve the bottleneck of storage capacity and speed,nano-memristors based on... A huge amount of data requires the non-volatile memory(NVM)technology to exhibit large-capacity storage and fast calculation speed.To further solve the bottleneck of storage capacity and speed,nano-memristors based on two-dimensional(2D)layered materials are expected to realize NVM.This study proposes the fabrication of an Ag/2D-TiOx/Pt high-performance memristor device based on the 2D titania nanosheet material.The device demonstrates stable electrical characteristics under the direct current(DC)mode,including bipolar resistive switching(RS)behavior,multi-level memristive modes,and retention property.Also,it exhibits low switching voltage(0.42 V/–0.2 V),high R_(OFF)/R_(ON)resistance ratio(105),low switching power(10–9 W/10−5 W),and fast response speed.More importantly,the device realizes information encoding and decoding through a multi-level storage performed by different compliance currents.Multiple devices are connected to the actual circuit to realize a storage function with information processing and programmable characteristics.This work provides a powerful platform for the 2D titania nanosheet application in NVM and information processing. 展开更多
关键词 titania nanosheets MEMRISTOR low power multi-level storage information processing
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