Jang Sukwon, Soh Keunho, Lee Chungryeol, Nam Taehyun, Jang Minjae, Park Jeong-Ik, Lee Changhyeon, Choi Junhwan, Yoon Jung Ho, Im Sung Gap
Department of Chemical and Biomolecular Engineering Korea Advanced Institute of Science and Technology (KAIST), Yuseong-gu, Korea.
School of Advanced Materials Science and Engineering Sungkyunkwan university, Jangan-gu, Suwon, Republic of Korea.
Nat Commun. 2025 Aug 16;16(1):7636. doi: 10.1038/s41467-025-63073-2.
Unlike conventional synapses in neural networks relying on bipolar spike-driven modulation, biological synapses in the peripheral nervous system handle unipolar input based on stimulus intensity, generating excitatory or inhibitory signals. Here, we demonstrate a unipolar-driven synaptic transistor (UDST) that exhibits both responses under a single-polarity voltage. The unipolar property is achieved within a single device through a bilayer gate dielectric, comprising a high-k charge trapping layer (k > 6) and an ultrathin charge tunneling layer (<5 nm), which synergistically facilitate dipole polarization and charge trapping. The UDST exhibits potentiation, depression, and adaptation while maintaining exceptional durability, with a dynamic range reduction of less than 0.9% over 2000 potentiation-depression cycles and minimal conductance variation of only 0.3%. This work presents the first implementation of a self-adaptive artificial vision system based on a unipolar-driven synaptic device, utilizing a 3 × 3 UDST array to achieve real-time object tracking and adaptive sensory processing without external control or computational peripheral circuits.
与依赖双极尖峰驱动调制的神经网络中的传统突触不同,外周神经系统中的生物突触基于刺激强度处理单极输入,产生兴奋性或抑制性信号。在此,我们展示了一种单极驱动突触晶体管(UDST),其在单极性电压下表现出两种响应。通过双层栅极电介质在单个器件内实现单极特性,该双层栅极电介质包括一个高k电荷俘获层(k > 6)和一个超薄电荷隧穿层(<5 nm),它们协同促进偶极极化和电荷俘获。UDST在保持卓越耐久性的同时表现出增强、抑制和适应性,在2000次增强 - 抑制循环中动态范围降低小于0.9%,最小电导变化仅为0.3%。这项工作展示了基于单极驱动突触器件的自适应人工视觉系统的首次实现,利用3×3 UDST阵列实现实时目标跟踪和自适应传感处理,无需外部控制或计算外围电路。