基于电解门控有机突触晶体管的高性能神经形态计算通道调制策略

IF 3.2 4区 工程技术 Q2 CHEMISTRY, MULTIDISCIPLINARY
Dongyeong Jeong, Seokkyu Kim, Myeongjin An, Donghwa Lee, Giwon Lee, Geun Yeol Bae, Eunho Lee
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引用次数: 0

摘要

神经形态计算(Neuromorphic computing)是一种模拟人类神经网络功能的计算方法,因其具有高速数据处理和低功耗等优点而成为下一代计算方法。因此,为了实现这一技术,人们对突触晶体管进行了广泛的研究。其中,电解质门控有机突触晶体管(EGOSTs)因其在超低工作电压下调节通道电导率的能力而脱颖而出,使其成为高性能神经形态硬件的关键组成部分。通道调制策略通过减少对外部因素的依赖和实现精确的电导率控制,在提高突触性能方面起着至关重要的作用,这对于开发高性能的egsts至关重要。本文概述了egsts的基本工作原理,并探讨了各种信道调制策略,最后讨论了未来的进展和技术挑战。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Recent Strategies in Channel Modulation for High-Performance Neuromorphic Computing Based on Electrolyte-Gated Organic Synaptic Transistors

Neuromorphic computing, which mimics the functionality of human neural networks, has gained attention as a next-generation computing approach due to its advantages in high-speed data processing and low power consumption. As a result, extensive research has been conducted on synaptic transistors to realize this technology. Among them, electrolyte-gated organic synaptic transistors (EGOSTs) stand out due to their ability to regulate channel conductivity at ultra-low operating voltages, making them a crucial component for high-performance neuromorphic hardware. Channel modulation strategies play an essential role in enhancing synaptic performance by reducing dependence on external factors and enabling precise conductivity control, which is critical for developing high-performance EGOSTs. This review provides an overview of the fundamental operating principles of EGOSTs and explores various channel modulation strategies, concluding discussions on future advancements and technical challenges.

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来源期刊
Korean Journal of Chemical Engineering
Korean Journal of Chemical Engineering 工程技术-工程:化工
CiteScore
4.60
自引率
11.10%
发文量
310
审稿时长
4.7 months
期刊介绍: The Korean Journal of Chemical Engineering provides a global forum for the dissemination of research in chemical engineering. The Journal publishes significant research results obtained in the Asia-Pacific region, and simultaneously introduces recent technical progress made in other areas of the world to this region. Submitted research papers must be of potential industrial significance and specifically concerned with chemical engineering. The editors will give preference to papers having a clearly stated practical scope and applicability in the areas of chemical engineering, and to those where new theoretical concepts are supported by new experimental details. The Journal also regularly publishes featured reviews on emerging and industrially important subjects of chemical engineering as well as selected papers presented at international conferences on the subjects.
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