Department of Chemical and Biomolecular Engineering, Yonsei University, Seoul, 120-749, Republic of Korea.
Department of Electrical and Computer Engineering, Sungkyunkwan University, Suwon, 16419, Republic of Korea.
Nat Commun. 2020 Sep 14;11(1):4595. doi: 10.1038/s41467-020-17850-w.
Recently, three-terminal synaptic devices have attracted considerable attention owing to their nondestructive weight-update behavior, which is attributed to the completely separated terminals for reading and writing. However, the structural limitations of these devices, such as a low array density and complex line design, are predicted to result in low processing speeds and high energy consumption of the entire system. Here, we propose a vertical three-terminal synapse featuring a remote weight update via ion gel, which is also extendable to a crossbar array structure. This synaptic device exhibits excellent synaptic characteristics, which are achieved via precise control of ion penetration onto the vertical channel through the weight-control terminal. Especially, the applicability of the developed vertical organic synapse array to neuromorphic computing is demonstrated using a simple crossbar synapse array. The proposed synaptic device technology is expected to be an important steppingstone to the development of high-performance and high-density neural networks.
最近,由于三端突触器件具有非破坏性的权重更新行为,引起了人们的广泛关注,这归因于其读写完全分离的终端。然而,这些器件的结构限制,如低的阵列密度和复杂的线路设计,预计会导致整个系统的处理速度降低和能耗增加。在这里,我们提出了一种具有远程权重更新功能的垂直三端突触,其通过离子凝胶实现,也可扩展为交叉棒阵列结构。这种突触器件具有优异的突触特性,通过精确控制权重控制端的离子渗透到垂直通道上来实现。特别是,通过使用简单的交叉棒突触阵列,展示了所开发的垂直有机突触阵列在神经形态计算中的适用性。所提出的突触器件技术有望成为开发高性能和高密度神经网络的重要垫脚石。