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一种用于视觉形态计算的具有稳定Zr-CsPbI纳米晶体的可重构光电突触晶体管。

A Reconfigurable Optoelectronic Synaptic Transistor with Stable Zr-CsPbI Nanocrystals for Visuomorphic Computing.

作者信息

Shao He, Li Yueqing, Yang Wei, He Xiang, Wang Le, Fu Jingwei, Fu Mingyang, Ling Haifeng, Gkoupidenis Paschalis, Yan Feng, Xie Linghai, Huang Wei

机构信息

State Key Laboratory of Organic Electronics and Information Displays & Institute of Advanced Materials (IAM), Nanjing University of Posts & Telecommunications (NJUPT), Nanjing, 210023, P. R. China.

Department of Molecular Electronics, Max Planck Institute for Polymer Research, 55128, Mainz, Germany.

出版信息

Adv Mater. 2023 Mar;35(12):e2208497. doi: 10.1002/adma.202208497. Epub 2023 Feb 11.

Abstract

Reconfigurable phototransistor memory attracts considerable attention for adaptive visuomorphic computing, with highly efficient sensing, memory, and processing functions integrated onto a single device. However, developing reconfigurable phototransistor memory remains a challenge due to the lack of an all-optically controlled transition between short-term plasticity (STP) and long-term plasticity (LTP). Herein, an air-stable Zr-CsPbI perovskite nanocrystal (PNC)-based phototransistor memory is designed, which is capable of broadband photoresponses. Benefitting from the different electron capture ability of Zr-CsPbI PNCs to 650 and 405 nm light, an artificial synapse and non-volatile memory can be created on-demand and quickly reconfigured within a single device for specific purposes. Owing to the optically reconfigurable and wavelength-aware operation between STP and LTP modes, the integrated blue feature extraction and target recognition can be demonstrated in a homogeneous neuromorphic vision sensor array. This work suggests a new way in developing perovskite optoelectronic transistors for highly efficient in-sensor computing.

摘要

可重构光电晶体管存储器因将高效传感、存储和处理功能集成于单个器件而在自适应视觉形态计算方面备受关注。然而,由于缺乏在短期可塑性(STP)和长期可塑性(LTP)之间的全光控转换,开发可重构光电晶体管存储器仍然是一项挑战。在此,设计了一种基于空气稳定的Zr-CsPbI钙钛矿纳米晶体(PNC)的光电晶体管存储器,其具有宽带光响应能力。受益于Zr-CsPbI PNCs对650和405 nm光的不同电子捕获能力,可在单个器件上按需创建人工突触和非易失性存储器,并针对特定目的快速重新配置。由于在STP和LTP模式之间的光学可重构和波长感知操作,集成的蓝色特征提取和目标识别可在均匀的神经形态视觉传感器阵列中得到演示。这项工作为开发用于高效传感器内计算的钙钛矿光电子晶体管提出了一种新方法。

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