Nociceptor-Enhanced Spike-Timing-Dependent Plasticity in Memristor with Coexistence of Filamentary and Non-Filamentary Switching (Adv. Mater. Technol. 19/2024)

IF 6.4 3区材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY

Advanced Materials Technologies Pub Date : 2024-10-07 DOI:10.1002/admt.202470091

Dongyeol Ju, Jungwoo Lee, Sungjun Kim

引用次数: 0

Abstract

Artificial Synapses

In article number 2400440, Sungjun Kim, Dongyeol Ju, and Jungwoo Lee show that the coexistence of nonfilamentary and filamentary switching in the Pt/TaO_x/TiO_x/TiN device enables the realization of the functions of artificial nociceptors and synapses. Additionally, the linkage between artificial nociceptors and synapses is proposed based on injury-enhanced spike-time-dependent plasticity. This study underscores the potential of memristor in neuromorphic computing, providing a framework for simulating nociceptors, synapses, and learning principles.

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膜晶体管中丝状和非丝状开关共存的痛觉感受器增强型尖峰计时可塑性（Adv.）

人工突触在文章编号 2400440 中，Sungjun Kim、Dongyeol Ju 和 Jungwoo Lee 展示了 Pt/TaOx/TiOx/TiN 器件中非丝状和丝状开关的共存使得人工痛觉感受器和突触的功能得以实现。此外，基于损伤增强的尖峰时间可塑性，提出了人造痛觉感受器和突触之间的联系。这项研究强调了忆阻器在神经形态计算中的潜力，为模拟痛觉感受器、突触和学习原理提供了一个框架。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Advanced Materials Technologies Materials Science-General Materials Science

CiteScore

10.20

自引率

4.40%

发文量

566

期刊介绍： Advanced Materials Technologies Advanced Materials Technologies is the new home for all technology-related materials applications research, with particular focus on advanced device design, fabrication and integration, as well as new technologies based on novel materials. It bridges the gap between fundamental laboratory research and industry.