Tang Bin, Hussain Sabir, Xu Rui, Cheng Zhihai, Liao Jianhui, Chen Qing
Key Laboratory for the Physics and Chemistry of Nanodevices, Department of Electronics, Peking University, Beijing 100871, China.
Academy for Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China.
ACS Appl Mater Interfaces. 2020 Jun 3;12(22):24920-24928. doi: 10.1021/acsami.9b23595. Epub 2020 May 21.
Three-terminal synaptic transistors are basic units of neuromorphic computing chips, which may overcome the bottleneck of conventional von Neumann computing. So far, most of the three-terminal synaptic transistors use the dielectric layer to change the state of the channel and mimic the synaptic behavior. For this purpose, special dielectric layers are needed, such as ionic liquids, solid electrolytes, or ferroelectric insulators, which are difficult for miniaturization and integration. Here, we report a novel type of synaptic transistors using a two-dimensional ferroelectric semiconductor, i.e., α-InSe, as the channel material to mimic the synaptic behavior for the first time. The essential synaptic behaviors, such as single-spike response, paired-spike response, and multispike response have been experimentally demonstrated. Most importantly, the conventional gate dielectric material of our transistors may facilitate the miniaturization and batch manufacture of synaptic transistors. The results indicate that the three-terminal synaptic transistors based on two-dimensional ferroelectric semiconductors are very promising for neuromorphic systems.
三端突触晶体管是神经形态计算芯片的基本单元,有望克服传统冯·诺依曼计算的瓶颈。目前,多数三端突触晶体管利用介电层改变沟道状态来模拟突触行为,为此需要特殊的介电层,如离子液体、固体电解质或铁电绝缘体,这些材料不利于小型化和集成。在此,我们首次报道了一种新型突触晶体管,它使用二维铁电半导体α-InSe作为沟道材料来模拟突触行为。实验证明了该晶体管具有单脉冲响应、双脉冲响应和多脉冲响应等基本突触行为。最重要的是,我们的晶体管采用的传统栅极介电材料有助于突触晶体管的小型化和批量制造。结果表明,基于二维铁电半导体的三端突触晶体管在神经形态系统中极具潜力。