Intrinsic polarization coupling in 2D α‐In2Se3 toward artificial synapse with multimode operations

SmartMat

Wei Yu¹  Kian Ping Loh¹  Yue Zheng²  Tengyu Jin²  Xuan Pan²  Jing Gao²  Wei Chen²  Yanan Wang² 

[1] Department of Chemistry National University of Singapore Singapore Singapore;Department of Physics National University of Singapore Singapore Singapore;

关键词: 2D ferroelectrics;    artificial synapse;    high‐κ dielectric;    multimode operations;    α‐In2Se3;   

DOI  :  10.1002/smm2.1020

来源: DOAJ

【 摘 要 】

Abstract Emulation of advanced synaptic functions of the human brain with electronic devices contributes an important step toward constructing high‐efficiency neuromorphic systems. Ferroelectric materials are promising candidates as synaptic weight elements in neural network hardware due to their controllable polarization states. However, the increased depolarization field at the nanoscale and the complex fabrication process of the traditional ferroelectric materials hamper the development of high‐density, low‐power, and highly sensitive synaptic devices. Here, we report the implementation of two‐dimensional (2D) ferroelectric α‐In2Se3 as an active channel material to emulate typical synaptic functions. The α‐In2Se3‐based synaptic device features multimode operations, enabled by the coupled ferroelectric polarization under various voltage pulses applied at both drain and gate terminals. Moreover, the energy consumption can be reduced to ~ 1 pJ by using high‐κ dielectric (Al2O3). The successful control of ferroelectric polarizations in α‐In2Se3 and its application in artificial synapses are expected to inspire the implementation of 2D ferroelectric materials for future neuromorphic systems.

【 授权许可】

Unknown